MLOps on AWS: a Hands-On Tutorial
With Gabriele Orlandi, Matteo Moroni, Marta Peroni, Gabriele Mazzola, Marco Paruscio & Emanuele Fabbiani
09:00 - 13:00, Mar, 262ABCWorkshopView detailClose the Gap between Proof-of-Concept and Data Science Product
With Dako Dakov, Antoni Ivanov & Dimira Petrova
10:00 - 16:00, Mar, 263BCWorkshopView detailDesigning Effective Visualisations to Communicate Data Stories
With Sebastian Baumhauer, Diana Mitache, Charlotte Cabane & Jacqueline Stählin
10:00 - 16:00, Mar, 264ABCWorkshopView detailBuild your Own Data and Machine Learning Apps in Minutes with Streamlit
With Arnaud Miribel
10:00 - 12:00, Mar, 261BCWorkshopView detailMachine Learning on Time-Series Signals
With Oscar Fernandez, Res Jöhr, Christoph Kammer & Christine Bolliger
13:30 - 17:30, Mar, 265ABCWorkshopView detailLearn to Build Voice Experiences on Alexa
With Sohan Maheshwar
14:00 - 18:00, Mar, 263AWorkshopView detailDelivering Data Projects Successfully with DataOps
With Timothy Sondej, Ramon Braunwarth, Jonas Stehli & Uwe Thümmel
14:00 - 18:00, Mar, 262ABCWorkshopView detailWho Will Stay and Who Will Go? Predicting Customer Churn with Survival Analysis in Python
With Elena Tverdokhlebova, Alessandro Nesti & Amalia Spataru
14:00 - 18:00, Mar, 261BCWorkshopView detailFundamentals of Deep Learning
With Adrian Alan Pol, César Fuentes, Humera Tariq, Shaista Rais, Twaha Zia, Humera Azam & Syed Talha Shahid
09:00 - 17:00, Mar, 274ABCWorkshopView detailThe Full Machine Learning Lifecycle - How to Use Machine Learning in Production (MLOps) – Morning Session
With Tim Rohner, Bernhard Vennemann, Roman Moser, Spyros Cavadias & Steffen Terhaar
09:00 - 13:00, Mar, 273AWorkshopView detailVisual Disinformation and the Dark Side of Internet Memes
With Michael Graber, Marco Willi & Raphael Meier
09:00 - 13:00, Mar, 273BCWorkshopView detailGraph Neural Networks for Structured Data
With Volodymyr Shtenovych
09:00 - 17:00, Mar, 275ABCWorkshopView detailForecasting & Meta-Learning
With Gaël Grosch, Guillaume Raille, Florian Ravasi & Julien Herzen
09:00 - 13:00, Mar, 272ABCWorkshopView detailAlgorithmic Decision-Making in Neuroscience: How Can We Improve Algorithmic Interpretability and Reduce Bias?
With Athina Tzovara & Florence Aellen
09:00 - 13:00, Mar, 271AWorkshopView detailSpiking Neural Networks for Low-Power Real-Time Inference
With Hannah Bos, Philipp Weidel, Nogay Küpelioğlu, Ugurcan Cakal, Saeid Haghighatshoar, Sadique Sheik, Felix Bauer & Gregor Lenz
09:00 - 17:00, Mar, 271BCWorkshopView detailThe Full Machine Learning Lifecycle - How to Use Machine Learning in Production (MLOps) – Afternoon Session (Replica of the Morning Session)
With Tim Rohner, Roman Moser, Bernhard Vennemann, Spyros Cavadias & Steffen Terhaar
14:00 - 18:00, Mar, 273AWorkshopView detailHow to Develop Fair Algorithms? Using the Fairness Lab Tool
With Corinna Hertweck, Joachim Baumann & Johan Rochel
14:00 - 18:00, Mar, 273BCWorkshopView detailUnpacking the "Black Box": How to Interpret your Machine Learning Model?
With Marysia Winkels
14:00 - 18:00, Mar, 272ABCWorkshopView detailIntroduction
With Marcel Salathé
10:00 - 10:10, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailMultimodality: Applying Advanced Analytics in the Pharmaceutical and Diagnostics Industry to Improve Patient Outcomes and Personalize Care
With Gunther Jansen
10:10 - 10:25, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailInnovation Spotlight
With Patrick Barbey
10:25 - 10:35, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailbiped | Giving vision with sounds
With Arthur Gassner
10:35 - 10:40, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailPrivacy adversaries in ML — Eviler than you think
With Carmela Troncoso
10:40 - 10:50, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailAI for Science @EPFL
With Lenka Zdeborová
10:50 - 11:00, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailMusic Interlude
With Chiara Enderle
11:00 - 11:05, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailData Clarity
With Simon Hefti
11:05 - 11:20, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailMaking Data Work with industrialized ML
With Laure Willemin
11:20 - 11:35, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailChallenges in Natural Language Processing research in 2022: large models, multi-modality and datasets
With Thomas Wolf
11:35 - 11:55, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailMusic Interlude
With Chiara Enderle
11:55 - 12:00, Mar, 28Auditorium AAMLD Keynote Session – Monday morningView detailRenormalization Group Theory and Machine Learning
With Giulio Biroli
12:40 - 13:20, Mar, 285BCAI & PhysicsView detailStatistical Physics Insights on Stochastic Gradient Descent
With Francesca Mignacco
13:20 - 14:00, Mar, 285BCAI & PhysicsView detailIntroduction
With Scarlet Schwiderski-Grosche
13:30 - 13:40, Mar, 284ASecuring AI Systems for Humanitarian ActionView detailIntroduction
With Chrysanthi Tsimitri, Lishuai Li & Manuel Renold
13:30 - 13:35, Mar, 285AAI & AviationView detailIntroduction & Workshop Overview: Recent Developments in Deep Representation Learning and its Applications in Finance
With Nino Antulov-Fantulin & Petter Kolm
13:30 - 13:50, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailIntroduction
With Mascha Kurpicz-Briki, Alexandre Puttick & Souhir Ben Souissi
13:30 - 13:40, Mar, 282BCApplied NLP Technologies for Physical & Mental Health in PracticeView detailLearned Models for Physical Simulation and Design
With Kimberly Stachenfeld
13:30 - 13:55, Mar, 28Auditorium AAI & EngineeringView detailAI for Condition-based Maintenance
With Bruno F. Santos
13:35 - 14:05, Mar, 285AAI & AviationView detailCharacteristics of Data & AI Driven Organizations
With Steven Nooijen
13:35 - 14:10, Mar, 281AThe Data & AI Maturity JourneyView detailInsider Threats Detection at Airbus – AI up Against Data Leakage and Industrial Espionage
With Matthieu Sauvé
13:35 - 14:05, Mar, 284BCAI & CybersecurityView detailNatural Language Processing in Neuropsychiatry
With Neguine Rezaii
13:40 - 14:30, Mar, 282BCApplied NLP Technologies for Physical & Mental Health in PracticeView detailMust Digital Trust Rely on Conventional Trust (or Is it the Other Way Around) ?
With Edouard Bugnion
13:40 - 13:50, Mar, 284ASecuring AI Systems for Humanitarian ActionView detailAI-driven Target Validation in Early Stage Drug Discovery
With Patrick Schwab
13:40 - 14:00, Mar, 281BCAI & Pharma View detailModelling Time Varying Interactions in Financial Markets
With Fabrizio Lillo
13:50 - 14:15, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailDigital Sovereignty and Neutrality in Humanitarian Action
With Balthasar Staehelin
13:50 - 14:10, Mar, 284ASecuring AI Systems for Humanitarian ActionView detailForward and Inverse Design with Machine Learning for Solid Mechanics
With Miguel A. Bessa
13:55 - 14:20, Mar, 28Auditorium AAI & EngineeringView detailPersonalized cancer therapies based on spatial heterogeneity of the tumor ecosystem
With Marianna Rapsomaniki
14:00 - 14:20, Mar, 281BCAI & Pharma View detailUniversal mean field upper bound for the generalization gap of Deep Neural Networks
With Pietro Rotondo
14:00 - 14:20, Mar, 285BCAI & PhysicsView detailBlitz: Detecting "Fake Support" attacks that circumvent 2FA
With Anastasia Syntychaki
14:05 - 14:35, Mar, 284BCAI & CybersecurityView detailAn Adaptive Framework for Optimization and Prediction of Air Traffic Management Systems with Machine Learning
With Stefan Reitmann
14:05 - 14:35, Mar, 285AAI & AviationView detailSupply Chain Security and Transparency for AI Systems
With Cedric Fournet
14:10 - 14:25, Mar, 284ASecuring AI Systems for Humanitarian ActionView detailScaling up Data in a Backend-Heavy Organization
With Andreu Mora
14:10 - 14:45, Mar, 281AThe Data & AI Maturity JourneyView detailDeep Order Flow Imbalance: Extracting Alpha at Multiple Horizons from the Limit Order Book
With Nicholas Westray
14:15 - 14:40, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailAI Pontryagin or: How Artificial Neural Networks Learn to Control Dynamical Systems
With Thomas Asikis
14:20 - 14:40, Mar, 285BCAI & PhysicsView detailPanel Discussion
With Kimberly Stachenfeld & Miguel A. Bessa
14:20 - 14:45, Mar, 28Auditorium AAI & EngineeringView detailAI for Evidence-Based Covariate Adjustment in Clinical Trials
With Félix Balazard
14:20 - 14:40, Mar, 281BCAI & Pharma View detailBetter Foundations for Secure Software Systems
With Shweta Shinde
14:25 - 14:40, Mar, 284ASecuring AI Systems for Humanitarian ActionView detailFrom Real World Data to Next Generation Mental Healthcare
With Valentin Tablan
14:30 - 15:00, Mar, 282BCApplied NLP Technologies for Physical & Mental Health in PracticeView detailThe Role of Artificial Intelligence in Cyber-Defence
With Vincent Lenders
14:35 - 15:05, Mar, 284BCAI & CybersecurityView detailUsing Machine Learning to Predict the Evolution and Propagation of Delays
With Ramon Dalmau-Codina
14:35 - 15:05, Mar, 285AAI & AviationView detailDenoising of Single Cell Sequencing Data with Probabilistic Deep Learning
With Caibin Sheng
14:40 - 15:00, Mar, 281BCAI & Pharma View detailPanel Discussion
With Scarlet Schwiderski-Grosche, Edouard Bugnion, Balthasar Staehelin, Shweta Shinde & Cedric Fournet
14:40 - 15:30, Mar, 284ASecuring AI Systems for Humanitarian ActionView detailMarket Making and Incentives Design in the Presence of a Dark Pool: A Deep Reinforcement Learning Approach
With Mathieu Rosenbaum
14:40 - 15:05, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailThe role of Learning & Development in the AI Maturity Journey
With Giovanni Lanzani & Dorthe Malmqvist
14:45 - 15:10, Mar, 281AThe Data & AI Maturity JourneyView detailBreak
15:00 - 15:15, Mar, 28Foyer CampusApplied NLP Technologies for Physical & Mental Health in PracticeView detailEnabling the Right Decisions Sooner in Healthcare with AI
With Carlos Ciller
15:00 - 15:20, Mar, 281BCAI & Pharma View detailPhysics Informed Neural Networks for Thermal Analysis of LPBF Process
With Ehsan Hosseini
15:00 - 15:05, Mar, 28Auditorium AAI & EngineeringView detailBreak
15:05 - 15:20, Mar, 28Foyer CampusAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailDeep Learning Bise Wind Prediction at ZRH airport
With Pawel Kampczyk
15:05 - 15:35, Mar, 285AAI & AviationView detailDiscovering Hyperelastic Material Models through Sparse Regression with an Application to Human Brain Tissue
With Huitian Yu
15:05 - 15:10, Mar, 28Auditorium AAI & EngineeringView detailPhysics-informed neural networks for traffic assignment optimization
With Ji-Eun Byun
15:10 - 15:15, Mar, 28Auditorium AAI & EngineeringView detailText Data in Medicine
With Violeta Vogel
15:15 - 15:45, Mar, 282BCApplied NLP Technologies for Physical & Mental Health in PracticeView detailBridging the Sim2real Gap for Long Term Battery Discharge Predictions with Time Series Transformer
With Tommaso Bendinelli & Luca Biggio
15:15 - 15:20, Mar, 28Auditorium AAI & EngineeringView detailModeling and Prediction of Non-Linearizable Phenomena via Dynamics-Based Machine Learning
With Mattia Cenedese
15:20 - 15:25, Mar, 28Auditorium AAI & EngineeringView detailDo Word Embeddings Really Understand Loughran-McDonald’s Polarities?
With Charles-Albert Lehalle
15:20 - 15:40, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailBounty Hunting at Swiss Post - How to Provide Robustness with Participative Security
With Martina Schwab
15:20 - 15:50, Mar, 284BCAI & CybersecurityView detailApplication of Reinforcement Learning (RL) for Marine Route Optimization to Minimize CO2 Emissions
With Mohammad Hossein Moradi
15:25 - 15:30, Mar, 28Auditorium AAI & EngineeringView detailData-Centric Machine Learning in Natural Hazards Engineering
With Nenad Bijelic
15:30 - 15:35, Mar, 28Auditorium AAI & EngineeringView detailBoosting Model Robustness by Leveraging Data Augmentations, Stability Training, and Noise Injections
With Soon Hoe Lim
15:35 - 15:40, Mar, 28Auditorium AAI & EngineeringView detailData Democratization: from Data Strategy to the Golden Path
With Sacha Roggeveen & Melissa Perotti
15:35 - 16:10, Mar, 281AThe Data & AI Maturity JourneyView detailMachine Learning for Predicting Stock Return Volatility
With Amir Khalilzadeh
15:40 - 15:50, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailLearning Biomarkers from Heterogeneous Medical Imaging Data: Centralised and Federated Learning Approaches
With Jonas Richiardi
15:40 - 16:00, Mar, 281BCAI & Pharma View detailLearning Physics-Consistent Particle Interactions
With Zhichao Han
15:40 - 15:45, Mar, 28Auditorium AAI & EngineeringView detailDigitization of Industrial Diagrams Using Machine Learning & Computer Vision
With Jo-Anne Ting
15:45 - 15:50, Mar, 28Auditorium AAI & EngineeringView detailIntroduction
With Rishi Jha
15:45 - 15:50, Mar, 284AUsing AI to Track Missing Migrants WorldwideView detailTracking Discourses on Antibiotic Resistance with Corpus Linguistic Methods
With Julia Krasselt
15:45 - 16:15, Mar, 282BCApplied NLP Technologies for Physical & Mental Health in PracticeView detailLightning Talk: Explaining Graph Neural Networks
With Kenza Amara
15:50 - 16:00, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailSubverting AI: Are we ready for a cyber pandemic?
With Emre Emin & Can Yildizli
15:50 - 16:20, Mar, 284BCAI & CybersecurityView detailUnderstanding Why Migrants Move and What Leads to their Disappearances
With Andrea García Borja & Julia Black
15:50 - 16:10, Mar, 284AUsing AI to Track Missing Migrants WorldwideView detailPredicting Subgroup Treatment Effects for a New Study: Results and Learnings from a Company-Internal Data Challenge
With Silvia Zaoli & Giulia Capestro
16:00 - 16:20, Mar, 281BCAI & Pharma View detailStable Convolutional Neural Networks for Biomedical Image Reconstruction
With Michael Unser
16:00 - 16:40, Mar, 285BCAI & PhysicsView detailLightning Talk: xFraud: Explainable Fraud Transaction Detection
With Susie Xi Rao
16:00 - 16:10, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailAI-Human Hybrid Systems - Enabling Intelligent Air Transportation Systems
With Sameer Alam
16:05 - 16:35, Mar, 285AAI & AviationView detailSuccess Criteria for Impactful Data & Analytics Strategy
With Deniz Gunaydin & Bianca Scheffler
16:10 - 16:45, Mar, 281AThe Data & AI Maturity JourneyView detailMonitoring the Missing Migrants
With Andrea García Borja & Jenny Paola Yela Bello
16:10 - 16:30, Mar, 284AUsing AI to Track Missing Migrants WorldwideView detailLightning Talk: A Deep Generative Model for Clickstream Analysis
With Yilmazcan Özyurt
16:10 - 16:20, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailObtaining Insights for the Emotional Well-Being of Cancer Patients by the Use of NLP on their Social Media and Browser History
With Georgia Pantalona
16:15 - 16:35, Mar, 282BCApplied NLP Technologies for Physical & Mental Health in PracticeView detailSimulating Physics Using Constraint-Based Graph Networks
With Yulia Rubanova
16:15 - 16:40, Mar, 28Auditorium AAI & EngineeringView detailLightning Talk: StockTwits Classified Sentiment and Stock Returns
With Marc-Aurèle Divernois
16:20 - 16:30, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailThreats and Risks to AI: The Challenge
With Nathan Hamiel
16:20 - 16:50, Mar, 284BCAI & CybersecurityView detailMaking the Most of Single-Cell Data for Sensitive Biomarker Discovery with the ScaiVision Platform
With Martijn van Attekum
16:20 - 16:40, Mar, 281BCAI & Pharma View detailBreak
16:30 - 16:45, Mar, 28Foyer CampusAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailTowards Exploiting Automatic Speech Recognition Error For Generating Synthetic Clinical Speech Data
With Hali Lindsay
16:35 - 16:55, Mar, 282BCApplied NLP Technologies for Physical & Mental Health in PracticeView detailAircraft Emergency Trajectory Design
With Daniel Delahaye
16:35 - 17:05, Mar, 285AAI & AviationView detailTowards Model-Based Reinforcement Learning on Real Robots
With Georg Martius
16:40 - 17:05, Mar, 28Auditorium AAI & EngineeringView detailAutomating Myself Away? Discovering PDEs from Data Using Neural Networks
With Gert-Jan Both
16:40 - 17:20, Mar, 285BCAI & PhysicsView detailPanel Discussion
With Giovanni Lanzani, Afke Schouten, Bianca Scheffler, Andreu Mora & Sacha Roggeveen
16:45 - 17:25, Mar, 281AThe Data & AI Maturity JourneyView detailPanel Discussion
With Mathieu Rosenbaum, Nino Antulov-Fantulin, Matthew Dixon, Nicholas Westray, Petter Kolm, Lisa Huang, Robert Almgren, Fabrizio Lillo & Thomas Wolf
16:45 - 17:30, Mar, 283BCAdvances of ML Approaches for Financial Decision Making & Time Series AnalysisView detailPanel Discussion: Causality for Multimodal Learning in Healthcare Applications
With Jonas Richiardi, Félix Balazard, Marianna Rapsomaniki, Alexander Büsser & Naghmeh Ghazaleh
16:50 - 17:20, Mar, 281BCAI & Pharma View detailPanel Discussion: How to Reduce the New AI Threat Landscape?
With Matthieu Sauvé, Martin Strohmeier, Martina Schwab, Can Yildizli & Daniel Saraga
16:50 - 17:30, Mar, 284BCAI & CybersecurityView detailCausal Analysis of Mental Health Issues in Social Media Posts
With Muskan Garg
16:55 - 17:20, Mar, 282BCApplied NLP Technologies for Physical & Mental Health in PracticeView detailDevelopments and Challenges in Implementing AI for Missing Migrants Data Analysis
With Ewan Oglethorpe & Jenny Paola Yela Bello
17:00 - 17:20, Mar, 284AUsing AI to Track Missing Migrants WorldwideView detailFood Waste, Champagne and Artificial Intelligence in Aviation
With Alexander Motzek
17:05 - 17:35, Mar, 285AAI & AviationView detailPanel Discussion
With Yulia Rubanova & Georg Martius
17:05 - 17:30, Mar, 28Auditorium AAI & EngineeringView detailWrap-up
With Mascha Kurpicz-Briki, Alexandre Puttick & Souhir Ben Souissi
17:20 - 17:30, Mar, 282BCApplied NLP Technologies for Physical & Mental Health in PracticeView detailAtmospheric Physics-Guided Machine Learning
With Tom Beucler
17:20 - 17:40, Mar, 285BCAI & PhysicsView detailWrap-up
With Rishi Jha
17:40 - 17:45, Mar, 284AUsing AI to Track Missing Migrants WorldwideView detailMeta-Learning for Fast Simulation of Multiple Calorimeter Responses
With Dalila Salamani
17:40 - 18:00, Mar, 285BCAI & PhysicsView detailIntroduction
With Antoine Bosselut
18:00 - 18:05, Mar, 28Auditorium AAMLD Keynote Session – Monday end of afternoonView detailSolving the Right Problems: Making ML Models Relevant to Healthcare
With Regina Barzilay
18:05 - 18:30, Mar, 28Auditorium AAMLD Keynote Session – Monday end of afternoonView detailBioprolegy
With Jakob Uszkoreit
18:30 - 18:55, Mar, 28Auditorium AAMLD Keynote Session – Monday end of afternoonView detailMusic Interlude
With Chiara Enderle
18:55 - 19:00, Mar, 28Auditorium AAMLD Keynote Session – Monday end of afternoonView detailAI in Industry - from dating to marriage
With Florian Roessler
09:00 - 09:12, Mar, 291BCAI & IndustryView detailIntroduction
With Jeffrey R. Bohn
09:00 - 09:10, Mar, 293BCMethods for Generating Realistic Synthetic DataView detailWelcome
With Thomas Zaugg, Ria Kechagia, Emina Atlagic, Elif Ozkirimli & Gunther Jansen
09:00 - 09:05, Mar, 29Auditorium AAI & HealthcareView detailAn Overview of Data and AI in the Humanitarian Community
With Ewan Oglethorpe, Patrice Chataigner & Leonardo Milano
09:00 - 09:30, Mar, 291ADEEP diving into Natural Language Processing for Humanitarian Crisis ResponseView detailWelcome
With Scarlet Schwiderski-Grosche
09:00 - 09:15, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailIntroduction
With Marisa Tschopp & Philipp Wintersberger
09:00 - 09:15, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailIntroduction to Methodological Innovations in Data Science, ML and AI
With Gunther Jansen
09:05 - 09:10, Mar, 29Auditorium AAI & HealthcareView detailTowards Closing Synthetic-to-Real Gap with Domain Adaptation for Unsupervised Fault Diagnosis
With Olga Fink
09:10 - 09:40, Mar, 293BCMethods for Generating Realistic Synthetic DataView detailBuilding Blocks and Manual for the Edge AI of Tomorrow
With Niko Vuokko
09:10 - 09:50, Mar, 295BCEdge AIView detailDirect Gradient-Based Discovery of Quantum Feedback Strategies
With Florian Marquardt
09:10 - 09:40, Mar, 294BCQuantum Physics & Machine LearningView detailSwissmedic: Regulator & Innovator. Harnessing AI for Automated Market Oversight
With Nicolas Perez Gonzalez
09:10 - 09:30, Mar, 29Auditorium AAI & HealthcareView detailMachine Learning for Consumer Electronics
With Milos Cernak
09:12 - 09:17, Mar, 291BCAI & IndustryView detailOvertrust in Robots
With Henrik Skaug Sætra
09:15 - 09:30, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailConfidential Computing Research at Microsoft Research
With Cedric Fournet
09:15 - 09:40, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailPredictions for Better Decisions: Towards Integrated Prediction and Optimization
With Emma Frejinger
09:15 - 10:15, Mar, 292BCAI & MobilityView detailBecoming a Data & Insight-Driven Logistic Company
With Isabell Franck
09:17 - 09:29, Mar, 291BCAI & IndustryView detailEmpowering the Human Resources Industry with AI and Natural Language Processing
With Alejandro Jesús Castañeira Rodríguez
09:29 - 09:49, Mar, 291BCAI & IndustryView detailData and AI Literacy
With Katharina Schüller
09:30 - 09:45, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailData-Driven Discovery Science with FAIR Knowledge Graphs
With Michel Dumontier
09:30 - 09:50, Mar, 29Auditorium AAI & HealthcareView detailAdvancements and Challenges of Applying Natural Language Processing to Humanitarian Data Analysis
With Edward Londner, Nicolò Tamagnone, Navid Rekabsaz & Abdine Maiga
09:30 - 10:30, Mar, 291ADEEP diving into Natural Language Processing for Humanitarian Crisis ResponseView detailBuilding Datacenter Applications with Latency and Confidentiality Guarantees
With Adrien Ghosn & Marios Kogias
09:40 - 10:05, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailMachine Learning Universal Bosonic Functionals
With Carlos L. Benavides-Riveros
09:40 - 09:55, Mar, 294BCQuantum Physics & Machine LearningView detailModel-Privacy: Enforce a Purpose on Shared Data
With Gerald Friedland
09:40 - 10:20, Mar, 293BCMethods for Generating Realistic Synthetic DataView detailTrust in Automation
With Johannes Kraus
09:45 - 10:00, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailConflict of Jurisdictions: Who governs where this is running on?
With Max Schrems
09:49 - 10:09, Mar, 291BCAI & IndustryView detailAI for Modeling and Clustering Multivariate Disease Trajectories with Missing Values
With Holger Fröhlich
09:50 - 10:10, Mar, 29Auditorium AAI & HealthcareView detailEnergy-Efficient Tiny Machine Learning at the Edge for Next Generation of Smart Sensors
With Michele Magno
09:50 - 10:30, Mar, 295BCEdge AIView detailBreak
10:00 - 10:15, Mar, 29Foyer CampusOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailInvariant Federated Learning: Decentralized Training of Robust Privacy-Preserving Models
With Valentin Hartmann
10:05 - 10:25, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailUsing AI for automatic hail damage assessment
With Paola Bianchi
10:09 - 10:29, Mar, 291BCAI & IndustryView detailRobust and Interpretable Learning for Healthcare
With Dorina Thanou
10:10 - 10:30, Mar, 29Auditorium AAI & HealthcareView detailLearning Individual Behaviors from Vehicle Trajectory Data
With Kenan Zhang
10:15 - 10:45, Mar, 292BCAI & MobilityView detailDesign Sprint 1
10:15 - 10:45, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailContinuous Quantum Gatesets and Generalized Gate Synthesis
With Francesco Preti
10:20 - 10:35, Mar, 294BCQuantum Physics & Machine LearningView detailDifferentially Private Data Generative Models and Safety-Critical Scenario Generation for Autonomous Driving
With Bo Li
10:20 - 11:00, Mar, 293BCMethods for Generating Realistic Synthetic DataView detailBreak
10:25 - 10:55, Mar, 29Foyer CampusMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailFirmenich d-lab: Journey of an Industrial ML Lab
With Julien Herzen & Christine Chichester
10:29 - 10:41, Mar, 291BCAI & IndustryView detailBreak
10:30 - 11:00, Mar, 29Foyer CampusDEEP diving into Natural Language Processing for Humanitarian Crisis ResponseView detailReimagining medicine using ML at Novartis
With Prateek Katiyar
10:41 - 10:46, Mar, 291BCAI & IndustryView detailAI Ethics Standards and Guidelines
With Dagmar Monett
10:45 - 11:00, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailRevealing quantum dynamical universality with neural quantum states
With Markus Schmitt
10:50 - 11:20, Mar, 294BCQuantum Physics & Machine LearningView detailSecuring Cloud Deployments for the International Committee of the Red Cross
With Ivan Puddu
10:55 - 11:15, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailDesign Sprint 2
11:00 - 11:45, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailPanel Discussion: Humanitarian Ethics: Ethical AI and Ethical NLP
With Sofia Kyriazi, Robert Trigwell, Eleonore Fournier-Tombs, Ximena Contla & Stuart Campo
11:00 - 12:30, Mar, 291ADEEP diving into Natural Language Processing for Humanitarian Crisis ResponseView detailIntroduction to Applications and Use cases
With Elif Ozkirimli
11:00 - 11:05, Mar, 29Auditorium AAI & HealthcareView detailMachine-Learning based Multi-omics Data Integration for Personalized Oncolgy
With Florian Buettner
11:05 - 11:25, Mar, 29Auditorium AAI & HealthcareView detailCompleting Power Grid Network Graph Data for Property Resilience Modeling
With Jeffrey R. Bohn
11:10 - 11:40, Mar, 293BCMethods for Generating Realistic Synthetic DataView detailFundamentally Understanding and Solving RowHammer
With Onur Mutlu
11:15 - 11:35, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailMeasuring Traffic through Partially Biased Observations
With Christian Eichenberger & Moritz Neun
11:15 - 11:45, Mar, 292BCAI & MobilityView detailMonitoring in the Big Data Era: to AD or not to AD?
With Jelena Malić & Joana Soares Machado
11:15 - 11:35, Mar, 291BCAI & IndustryView detailDetection of Berezinskii-Kosterlitz-Thouless Transition via Generative Adversarial Networks
With Daniele Contessi
11:20 - 11:35, Mar, 294BCQuantum Physics & Machine LearningView detailBuilding Research and Applied Tool: an Open Community for Healthcare NLP
With Thomas Wolf
11:25 - 11:45, Mar, 29Auditorium AAI & HealthcareView detailAI in Industry: Story of a failure. Let's share our experiences!
With Yohann Perron
11:35 - 11:55, Mar, 291BCAI & IndustryView detailEnhancing EDA Tools to Detect Microarchitectural Vulnerabilities
11:35 - 11:55, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailMachine Health Monitoring Using Acoustic Sensing at the Edge
With Jon Nordby
11:35 - 12:10, Mar, 295BCEdge AIView detailWikipedia Reader Navigation: When Synthetic Data Is Enough
With Akhil Arora
11:40 - 11:55, Mar, 293BCMethods for Generating Realistic Synthetic DataView detailDesign Sprint 3
11:45 - 12:15, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailReplacing Neural Networks by Optimal Analytical Predictors for the Detection of Phase Transitions
With Julian Arnold
11:45 - 12:00, Mar, 294BCQuantum Physics & Machine LearningView detailPanel Discussion: Applications and Use Cases
With Gabriel Krummenacher, Emina Atlagic, Elif Ozkirimli, Mirko Birbaumer, Jean Verrette, Charlotta Früchtenicht & Marco Giannitrapani
11:45 - 12:25, Mar, 29Auditorium AAI & HealthcareView detailArtificial Intelligence and Autonomous Vehicles
With Alexandre Alahi
11:45 - 12:15, Mar, 292BCAI & MobilityView detailUnderstanding the Security of Probabilistic Data Structures under Adversarial Conditions
With Mia Filić
11:55 - 12:15, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailSynthetic Data Generation for Natural Language Understanding with Probabilistic Context Free Grammars
With Georgios Balikas
11:55 - 12:10, Mar, 293BCMethods for Generating Realistic Synthetic DataView detailDetecting Project Overruns with Time Series Models
With Silvan Melchior & Sascha Wieser
11:55 - 12:15, Mar, 291BCAI & IndustryView detailIntrinsic Dimension of Path Integrals: Data-Mining Quantum Criticality and Emergent Simplicity
With Tiago Mendes Santos
12:00 - 12:15, Mar, 294BCQuantum Physics & Machine LearningView detailPanel Discussion
With Gerald Friedland, Bo Li & Jeffrey R. Bohn
12:10 - 12:55, Mar, 293BCMethods for Generating Realistic Synthetic DataView detailEfficient Computer Vision on Edge Devices: How we Guide Blind People Using Python
With Bruno Vollmer
12:10 - 12:30, Mar, 295BCEdge AIView detailIncreasing sales with lightning fast MLOps - From Scratch to Production in days
With Philipp Thomas & Lukas Altenkamp
12:15 - 12:35, Mar, 291BCAI & IndustryView detailExpert Panel discusses 2-3 presented Outcomes
12:15 - 12:55, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailLeveraging Synthetic Data for Mobile Object Detection
With Vidit Vidit
12:30 - 12:50, Mar, 295BCEdge AIView detailObject Detection on Mobile using YoloV5
With Jeanne Fleury
12:50 - 13:00, Mar, 295BCEdge AIView detailWrap-up
With Jeffrey R. Bohn
12:55 - 13:00, Mar, 293BCMethods for Generating Realistic Synthetic DataView detailWrap-Up
With Marisa Tschopp & Philipp Wintersberger
12:55 - 13:00, Mar, 295AOvertrust - A Design Sprint to develop initiatives to mitigate overtrust in AI and automated technologiesView detailWelcome to Afternoon Session
With Max Welling
13:30 - 13:35, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailDemo of DEEP Platform and Newly Released NLP Features
With Aditya Khatri & Ximena Contla
13:30 - 14:00, Mar, 291ADEEP diving into Natural Language Processing for Humanitarian Crisis ResponseView detailIntroduction to Trustworthy AI in HealthCARE: Ethical and Regulatory Aspects
With Ria Kechagia
13:30 - 13:35, Mar, 29Auditorium AAI & HealthcareView detailReading and Writing Protein Function Using Multi-dimensional Surface Representations
With Bruno Correia
13:35 - 13:55, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailRecent Advances in Electricity Price Forecasting: A 2022 Perspective
With Rafał Weron
13:35 - 14:00, Mar, 293BCAI & Sustainable EnergyView detailLegal and Ethical Dimensions of Health AI
With Michael Krauthammer
13:35 - 13:50, Mar, 29Auditorium AAI & HealthcareView detailPanel Discussion: Law & Policy
With Suzanne Vergnolle, Belén Arribas, Paul Nemitz & Michael Veale
13:40 - 15:00, Mar, 295BCAI & RegulationView detailPredicting Time-to-Green of Fully-actuated Signal Control Systems with Deep Learning Models
With Alexander Genser
13:45 - 14:15, Mar, 292BCAI & MobilityView detailWhy leverage AI in Manufacturing?
With Florent Bourbon
13:45 - 13:57, Mar, 291BCAI & IndustryView detailBig Data and AI for Health: Ethics and Policy Considerations
With Agata Ferretti
13:50 - 14:05, Mar, 29Auditorium AAI & HealthcareView detailPredictive Network Maintenance for Mobile Services
With Imen Grida Ben Yahia
13:55 - 14:20, Mar, 295AAI & TelcoView detailContinuous-space Neural-network Quantum States
With Jannes Nys
13:55 - 14:15, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailEnabling Property Risk Intelligence with Earth Observation AI
With Ciprian Tomoiagă
13:57 - 14:17, Mar, 291BCAI & IndustryView detailWorkshop: Hacking the problem, Classification, Entry Extraction, Data Augmentation, Current examples
With Nicolò Tamagnone, Navid Rekabsaz, Selim Fekih, Oguz Kaan Yuksel & Benjamin Minixhofer
14:00 - 16:00, Mar, 291ADEEP diving into Natural Language Processing for Humanitarian Crisis ResponseView detailHow can AI (and ML) make Utility-Scale Batteries more Cybersecure?
With Nina Kharlamova
14:00 - 14:20, Mar, 293BCAI & Sustainable EnergyView detailAI to Guide Precision Oncology in Solid Tumors
With Olivier Michielin
14:05 - 14:20, Mar, 29Auditorium AAI & HealthcareView detailQuantifying of Geometric Measure of Entanglement of Quantum Generative Adversarial Network States on a Quantum Computer
With Khrystyna Gnatenko
14:15 - 14:30, Mar, 294BCQuantum Physics & Machine LearningView detailGeneration of a Large Synthetic Dataset for Learning Physics-based Optimal Inference of 4D flow MRI
With Pietro Dirix
14:15 - 14:35, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailOn Board Monitoring for Railway Infrastructure Condition Assessment
With Cyprien Hoelzl
14:15 - 14:35, Mar, 292BCAI & MobilityView detailFederated Learning Challenges and Research Opportunities
With Mathieu Andreux
14:17 - 14:29, Mar, 291BCAI & IndustryView detailPhotovoltaic Power Generation Nowcasting: Cloud Type Classification Forecast through Satellite Data and Imagery
With Emanuele Giovanni Carlo Ogliari
14:20 - 14:35, Mar, 293BCAI & Sustainable EnergyView detailStakeholder Roles in Promoting Quality and Trust in Medical AI
With Nicholson Price
14:20 - 14:35, Mar, 29Auditorium AAI & HealthcareView detailFrom 1 day to 1 hour for Cell Tower Inspection
With Andrea Dotti & Daniel López Sánchez
14:25 - 14:50, Mar, 295AAI & TelcoView detailLeveraging Behavioral Digital Twins to steer a business
With Pietro Berkes
14:29 - 14:34, Mar, 291BCAI & IndustryView detailConvolutional restricted Boltzmann machine aided Monte Carlo: An application to Ising and Kitaev models
With Daniel Alcalde Puente
14:30 - 14:45, Mar, 294BCQuantum Physics & Machine LearningView detailAmbient Assisted Living for Elderly People
With Sonja Gassner, Sebastian Suter & Cédric Bleuler
14:34 - 14:46, Mar, 29AI & IndustryView detailTowards a Data-driven Operational Digital Twin for Railway Wheels
With Katharina Rombach
14:35 - 14:55, Mar, 292BCAI & MobilityView detailSummary & Q&A
With Michael Krauthammer, Olivier Michielin, Nicholson Price, Agata Ferretti & Ria Kechagia
14:35 - 14:55, Mar, 29Auditorium AAI & HealthcareView detailAn Interpretable Probabilistic Model for Short-Term Solar Power Forecasting using Natural Gradient Boosting
With Georgios Mitrentsis
14:35 - 14:50, Mar, 293BCAI & Sustainable EnergyView detailLearning Task Specifications for Reinforcement Learning from Human Feedback
With David Lindner
14:35 - 14:55, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailResearch at Meta AI in 5 minutes
With Gabriel Synnaeve
14:46 - 14:51, Mar, 291BCAI & IndustryView detailCreating a New Super Tuner for Mobile Networks using ML
With Pavle Belanovic & Jules Triomphe
14:50 - 15:15, Mar, 295AAI & TelcoView detailSpatio-Temporal Graph Neural Networks for Multi-Site PV Power Forecasting
With Jelena Simeunović
14:50 - 15:05, Mar, 293BCAI & Sustainable EnergyView detailAI in Railways inspection: theory VS reality
With Fetai Ilir
14:51 - 15:03, Mar, 291BCAI & IndustryView detailQuantum State Tomography with Artificial and Spiking Neural Networks
With Stefanie Czischek
14:55 - 15:25, Mar, 294BCQuantum Physics & Machine LearningView detailBreak
14:55 - 15:25, Mar, 29Foyer CampusMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailAerial Imagery Analytics for Railways
With Bruno Hauser
14:55 - 15:15, Mar, 292BCAI & MobilityView detailWrap-up
With Thomas Zaugg, Ria Kechagia, Emina Atlagic, Elif Ozkirimli & Gunther Jansen
14:55 - 15:00, Mar, 29Auditorium AAI & HealthcareView detailHoloLens, Mixed Reality and Spatial Computing
With Marc Pollefeys
15:03 - 15:23, Mar, 291BCAI & IndustryView detailPanel Discussion: PV Forecasting
With Emanuele Fabbiani, Emanuele Giovanni Carlo Ogliari, Georgios Mitrentsis & Jelena Simeunović
15:05 - 15:15, Mar, 293BCAI & Sustainable EnergyView detailPanel Discussion: Economy & Finance
With Mehmet Toral, Roxana Mihet, Ilja Kantorovitch, Jon Frost, Daniel Schnurr & Sebastian Doerr
15:15 - 16:55, Mar, 295BCAI & RegulationView detailUsing Mobile Network Data for Insights into Mobility in Italy during the Coronavirus Outbreak
With Enrico Cobelli
15:20 - 15:45, Mar, 295AAI & TelcoView detailOpportunities and Challenges of Using NLP in Healthcare
With Elif Ozkirimli
15:23 - 15:43, Mar, 291BCAI & IndustryView detailDesigning Quantum Many-Body Matter with Conditional Generative Adversarial Networks
With Rouven Koch
15:25 - 15:40, Mar, 294BCQuantum Physics & Machine LearningView detailBuilding Machine Learning Systems in the Era of Data-centric AI
15:25 - 15:45, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailAdvanced Cable & Asset Analytics
With Josef Kamleitner
15:30 - 15:50, Mar, 293BCAI & Sustainable EnergyView detailPopulation-scale Dietary Interests During the COVID-19 Pandemic
With Kristina Gligorić
15:45 - 16:05, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailArtificial Intelligence and Decentralized Privacy Preserving Mechanisms for Telco Industry
With Diego Perino
15:45 - 16:10, Mar, 295AAI & TelcoView detailImprove Railway Safety and reliability with NLP
With Daniele Mele & Fionn Gantenbein
15:45 - 16:15, Mar, 292BCAI & MobilityView detailML as a Foundation for Pay-as-you-Save Models for Buildings’ Energy Efficiency
With Max Carrel
15:50 - 16:00, Mar, 293BCAI & Sustainable EnergyView detailQuantum circuit optimization with deep reinforcement learning
With Murphy Yuezhen Niu
15:55 - 16:25, Mar, 294BCQuantum Physics & Machine LearningView detailHow we Built a Global Electricity Data Platform for Real-Time Grid Emissions and Forecasting
With Pierre Segonne
16:00 - 16:10, Mar, 293BCAI & Sustainable EnergyView detailBreak
16:00 - 16:15, Mar, 29Foyer CampusDEEP diving into Natural Language Processing for Humanitarian Crisis ResponseView detailCircuits for Efficient Quantum State Preparation
With Niels Gleinig
16:05 - 16:25, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailPanel Discussion: AI & Sustainable Energy in Startups
With Emanuele Fabbiani, Max Carrel & Pierre Segonne
16:10 - 16:20, Mar, 293BCAI & Sustainable EnergyView detailAI that Humanizes Customer Service
With Biljana Makedonska - Paneva
16:15 - 16:40, Mar, 295AAI & TelcoView detailLessons Learned from Watching Machines Learn
With Thilo Stadelmann
16:15 - 16:45, Mar, 292BCAI & MobilityView detailWrap-up and Reflections on the Future of NLP in the Humanitarian Sector
With Navid Rekabsaz, Ewan Oglethorpe & Ximena Contla
16:15 - 17:00, Mar, 291ADEEP diving into Natural Language Processing for Humanitarian Crisis ResponseView detailReal-Time Distribution System State Estimation with Asynchronous Measurements
With Guido Cavraro
16:20 - 16:40, Mar, 293BCAI & Sustainable EnergyView detailPhotonic Integrated Multi-Wavelength Sources for Data Centers
With Arslan Sajid
16:25 - 16:45, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailSelf-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks
With Friederike Metz
16:25 - 16:40, Mar, 294BCQuantum Physics & Machine LearningView detailThe Advanced Analytics Development and Dissamination in an Italian Life Company
With Alice Guerini
16:40 - 17:00, Mar, 293BCAI & Sustainable EnergyView detailDeep dive in Swisscom's Conversational AI Platform
With Maxime Darçot
16:40 - 17:05, Mar, 295AAI & TelcoView detailThe Quantum Cartpole
With Kai Meinerz
16:40 - 16:55, Mar, 294BCQuantum Physics & Machine LearningView detailWrap-up
With Scarlet Schwiderski-Grosche
16:45 - 17:00, Mar, 294AMicrosoft Swiss Joint Research Center – Day 1 – AI, Confidential Computing, Health, Cloud and SystemsView detailPowering the Energy Transition with Data and AI
With Mihir Sarkar
17:00 - 17:25, Mar, 293BCAI & Sustainable EnergyView detailApplied AI in customer interaction: deep dive into text analytics
With Gianluigi Bardelloni & Mark Wessel
17:05 - 17:30, Mar, 295AAI & TelcoView detailIntroduction
With Marcel Salathé & Rüdiger Urbanke
19:00 - 19:05, Mar, 29Auditorium AAMLD Keynote Session – Tuesday eveningView detailAbstraction and Analogy: The Keys to Robust AI
With Melanie Mitchell
19:05 - 19:25, Mar, 29Auditorium AAMLD Keynote Session – Tuesday eveningView detailDeep Learning for Scientific Computation
With Max Welling
19:25 - 19:55, Mar, 29Auditorium AAMLD Keynote Session – Tuesday eveningView detailMusic Interlude
With Chiara Enderle
19:55 - 20:00, Mar, 29Auditorium AAMLD Keynote Session – Tuesday eveningView detailCan Neural Networks Learn to Reason?
With Samy Bengio
20:00 - 20:30, Mar, 29Auditorium AAMLD Keynote Session – Tuesday eveningView detailGeometric Deep Learning: the Erlangen Programme of ML
With Michael Bronstein
20:30 - 21:00, Mar, 29Auditorium AAMLD Keynote Session – Tuesday eveningView detailWelcome
With Marc Pollefeys, Ondrej Miksik & Scarlet Schwiderski-Grosche
09:00 - 09:30, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailIntroduction
With Marcel Salathé
09:05 - 09:10, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailSwiss Post - Delivering the Next Generation of Digital Trust and Data Insight to service Switzerland and its Citizens
With Laetitia Henriot Arsever
09:10 - 09:15, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailThe carbon footprint of Machine Learning
With Urs Hölzle
09:15 - 09:35, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailKeynote: Towards Scalable Digital Doubles
With Julien Valentin
09:30 - 09:55, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailEveryday AI, Extraordinary People
With Marie Vollmar
09:35 - 09:40, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailAI for Good
With Gabriel Krummenacher
09:40 - 09:45, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailLearning AI, One puzzle at a time
With Sharada Mohanty
09:45 - 09:50, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailSBB Mobile Machine Learning
With Henrik Karppinen
09:50 - 09:55, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailBuilding the AI Advantage
With Philippe Glénat
09:55 - 10:00, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailFlow-based 3D Avatar Generation from Sparse Observations
With Sadegh Aliakbarian
09:55 - 10:15, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailLessons learned deploying ML in industry
With Marcin Pietrzyk
10:00 - 10:05, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailEnabling precision healthcare with federated learning
With Asif Jan
10:05 - 10:10, Mar, 30Auditorium AAMLD Keynote Session – Wednesday morningView detailBreak
10:15 - 10:45, Mar, 30Foyer CampusMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailEgocentric Interaction Capture for Mixed Reality
With Siwei Zhang
10:45 - 11:05, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailIntroduction
With Franziska Oschmann, Thomas Wuest & Tarun Chadha
11:00 - 11:05, Mar, 304BCAcademic Support & Scientific Services in AIView detailIntroduction
With Fabian Schramm, Yassir Benkhedda & Gaël Grosch
11:00 - 11:05, Mar, 301BCAI & ManufacturingView detailOptimal Transport Modeling of Population Dynamics: Applications in Single-Cell Biology
With Charlotte Bunne
11:05 - 11:35, Mar, 302BCAI & the Molecular WorldView detailUsing Retrospective Modeling to Improve Long-Range National Energy Projections
With Evelina Trutnevyte
11:05 - 11:40, Mar, 301AAI & the Real-World Energy-TurnaroundView detailMaking Machine Learning Models Useful in Industrial Manufacturing
With Mehmet Mercangöz
11:05 - 11:25, Mar, 301BCAI & ManufacturingView detailA View of SDSC Projects: Understanding Swiss Parliamentary Data
With Fernando Perez-Cruz
11:05 - 11:40, Mar, 304BCAcademic Support & Scientific Services in AIView detailDeep 3D Surface Meshes
With Pascal Fua
11:25 - 11:45, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailAutomated Manufacturing Processes : Bring Tangible Benefits Quickly with AI Applications
With Mostafa Ajallooeian & Alexis Roy
11:25 - 11:45, Mar, 301BCAI & ManufacturingView detailContext-Aware Sequence Alignment using 4D Skeletal Augmentation
With Taein Kwon
11:25 - 11:45, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailProtection of Journalists and their Sources: The Datashare project - Designing a Privacy-Preserving Document Search Engine
With Wouter Lueks
11:30 - 11:45, Mar, 305BCAI for Media & DemocracyView detailInterpretable Embeddings from Molecular Simulations using Gaussian Mixture Variational Autoencoders
With Yasemin Bozkurt Varolgünes
11:35 - 11:50, Mar, 302BCAI & the Molecular WorldView detailData Modeling Tools for Thermal Grids
With Jonathan Chambers
11:40 - 12:10, Mar, 301AAI & the Real-World Energy-TurnaroundView detailA Machine Learning Collaboration with Neuroscience: Opportunities & Challenges
With Francesco Casalegno
11:40 - 12:05, Mar, 304BCAcademic Support & Scientific Services in AIView detailHow MLOps Drives Iteration Speed for Non-ML Practitioners
With Niels Uitterdijk
11:45 - 12:05, Mar, 301BCAI & ManufacturingView detailProtection of Journalists and their Sources: Panel Discussion
With Mirko Bischofberger, Gilles Labarthe, Christophe Schenk, Wouter Lueks & Fiona Endres
11:45 - 12:35, Mar, 305BCAI for Media & DemocracyView detailEPFL Smart Kitchen: Home-Based Functional Assessment Platform for Neurological Patients
With Haozhe Qi
11:45 - 12:05, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailLarge-Scale Synaptic Resolution Brain Mapping in Academia-Industry Collaborations
With Michał Januszewski
12:05 - 12:30, Mar, 304BCAcademic Support & Scientific Services in AIView detailChallenges of the Swiss Energy Transition for Network Operators
With Yamshid Farhat
12:10 - 12:35, Mar, 301AAI & the Real-World Energy-TurnaroundView detailThe Future of Personalised Nutrition; Big data, Remote Trials and Multi-omics from the ZOE PREDICT Programme
With Sarah Berry
13:00 - 13:50, Mar, 303BCAI for Food & NutritionView detailReal Life Applications of Deep Reinforcement Learning in Manufacturing
With William Heurdier
13:05 - 13:25, Mar, 301BCAI & ManufacturingView detailGraph Neural Networks beyond Weisfeiler-Lehman and vanilla Message Passing
With Michael Bronstein
13:15 - 13:45, Mar, 302BCAI & the Molecular WorldView detailWhat Makes Interdisciplinary Research Collaborations Work: Experiences from the Center for Data Analytics
With Rodrigo Cerqueira Gonzalez Pena
13:20 - 13:45, Mar, 304BCAcademic Support & Scientific Services in AIView detailCross-Descriptor Visual Localization and Mapping
With Mihai Dusmanu
13:30 - 13:50, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailManipulation of Public Opinion: 20 Minutes - News in 7 languages
With Marco Di Bernardo
13:30 - 13:40, Mar, 305BCAI for Media & DemocracyView detailIntroduction Part 2
With Emanuele Fabbiani
13:30 - 13:35, Mar, 301AAI & the Real-World Energy-TurnaroundView detailConcrete Examples how Data Support the Energy Turnaround
With Matthias Eifert
13:35 - 14:10, Mar, 301AAI & the Real-World Energy-TurnaroundView detailTailored de Novo Protein Design with Deep Neural Networks
With Zander Harteveld
13:45 - 14:00, Mar, 302BCAI & the Molecular WorldView detailManipulation of Public Opinion: Deepfakes - Why Seeing is no Longer Believing!
With Touradj Ebrahimi
13:45 - 13:55, Mar, 305BCAI for Media & DemocracyView detailMachine Learning Based Analysis of Biomedical Microscopy Images
With Simon F. Nørrelykke
13:45 - 14:10, Mar, 304BCAcademic Support & Scientific Services in AIView detailPredicting Customer Churn for Beverage Machines
With Mirko Salomon
13:50 - 14:35, Mar, 303BCAI for Food & NutritionView detailPrivacy Preserving Partial Localization
With Marcel Geppert
13:50 - 14:10, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailSolving Complex Business Challenges with Machine Learning at the Edge
With Samir Araújo de Souza
13:50 - 14:10, Mar, 301BCAI & ManufacturingView detailGoal-directed Generation of Molecules with Conditional Generative Models
With Amina Mollaysa
14:00 - 14:15, Mar, 302BCAI & the Molecular WorldView detailManipulation of Public Opinion: Mapping scientific knowledge in Switzerland
With Agathe Chevalier
14:00 - 14:10, Mar, 305BCAI for Media & DemocracyView detailIterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo
14:10 - 14:30, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailCreating Global Impact through Data-Driven Optimization of the Manufacturing of Food and Feed
With Matthias Graeber
14:10 - 14:30, Mar, 301BCAI & ManufacturingView detailFrom Prototyping to Production: How SIS is Supporting AI in Research!
With Franziska Oschmann
14:10 - 14:35, Mar, 304BCAcademic Support & Scientific Services in AIView detailPhysics-inspired Deep Machine Learning and Reinforcement Learning with an Application to Building Control Problems
With Loris Di Natale
14:10 - 14:40, Mar, 301AAI & the Real-World Energy-TurnaroundView detailManipulation of Public Opinion: Panel Discussion
With Mirko Bischofberger, Philippe Stoll, Sarah Sermondadaz, Touradj Ebrahimi & Karl Aberer
14:10 - 15:00, Mar, 305BCAI for Media & DemocracyView detailRegression Transformer: Concurrent Conditional Molecular Generation and Regression by Blending Numerical and Textual Tokens
With Jannis Born
14:15 - 14:30, Mar, 302BCAI & the Molecular WorldView detailRobust volumetric mapping in changing environments
With Lukas Schmid
14:30 - 14:50, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailUsing IRT for Prioritization of Building Retrofits
With Hui Ben
14:40 - 15:10, Mar, 301AAI & the Real-World Energy-TurnaroundView detailBreak
14:50 - 15:20, Mar, 30Foyer CampusMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailFoodome Project: Tackling the Complexity of Food Systems
With Giulia Menichetti
14:50 - 15:40, Mar, 303BCAI for Food & NutritionView detailText Crunching Center (TCC): Data-Driven Methods for Linguists, Social Science and Digital Humanities
With Gerold Schneider
14:50 - 15:15, Mar, 304BCAcademic Support & Scientific Services in AIView detailBreak and Chat with Wikimedia CH
With Stéphane Maffli, Kerstin Sonnekalb & Jenny Ebermann
15:00 - 15:30, Mar, 305BCAI for Media & DemocracyView detailHuman-in-the-loop Low cost manufacturing data labeling
With Walid Daboubi
15:10 - 15:30, Mar, 301BCAI & ManufacturingView detailMachine Learning Climate Simulations
With Aris Marcolongo
15:15 - 15:40, Mar, 304BCAcademic Support & Scientific Services in AIView detailKeynote: Role of Simulation in Machine Intelligence: Beyond Synthetic Data
With Ashish Kapoor
15:20 - 15:45, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailInformation Security and Personal Data Protection: Shared Base Reality - Building a Safe Space for News
With Hannes Grassegger
15:30 - 15:50, Mar, 305BCAI for Media & DemocracyView detailProtein Language Models: Generative Properties and Data Representation
With Anne-Florence Bitbol
15:30 - 16:00, Mar, 302BCAI & the Molecular WorldView detailUnsupervised Learning for Quality Control in Automated Manufacturing for the Automotive Industry
With Enno de Lange & Roman Klis
15:30 - 15:55, Mar, 301BCAI & ManufacturingView detailDeep Reinforcement Learning for Energy-Efficient Control of Autonomous Evs
With Andrea Pozzi
15:30 - 16:00, Mar, 301AAI & the Real-World Energy-TurnaroundView detailMachine Learning for Economics and Social Sciences: Applications and Software
With Achim Ahrens
15:40 - 16:05, Mar, 304BCAcademic Support & Scientific Services in AIView detailDigital Twins as Enabler for Data-driven Improvements in the Industrial Manufacturing of Food and Feed
With Ali Baajour
15:40 - 16:20, Mar, 303BCAI for Food & NutritionView detailProject Altair: Infrared Vision and AI-Decision Making for Longer Drone Flights
With Florian Achermann
15:45 - 16:05, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailInformation Security and Personal Data Protection: Panel Discussion
With Mirko Bischofberger, Jessica Pidoux, Hannes Grassegger & Paul-Olivier Dehaye
15:50 - 16:40, Mar, 305BCAI for Media & DemocracyView detailApplying Advanced Analytics to Manufacturing
With Telina Reil
15:55 - 16:15, Mar, 301BCAI & ManufacturingView detailTowards Better Estimates of Wind Power Potentials in the Alps
With Jérôme Dujardin
16:00 - 16:30, Mar, 301AAI & the Real-World Energy-TurnaroundView detailLearning from Literature-Extracted Synthesis Actions for Organic Synthesis
With Alain Vaucher
16:00 - 16:15, Mar, 302BCAI & the Molecular WorldView detailMixed Reality for Shared Autonomy
With Marco Tognon
16:05 - 16:25, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailData Scientists Supporting Scientific Researchers: A Win-Win Situation
With Matteo Tanadini
16:05 - 16:30, Mar, 304BCAcademic Support & Scientific Services in AIView detailOptimization Enriched with Knowledge Learned from the Past
With Loïc Roch
16:15 - 16:30, Mar, 302BCAI & the Molecular WorldView detailPredicting Future Failures with ML at the Edge
With Ivan Scattergood
16:15 - 16:35, Mar, 301BCAI & ManufacturingView detailCollaborative Human-Robot Motion Planning with Mixed Reality
With Florian Kennel-Maushart
16:25 - 16:45, Mar, 304AMicrosoft Swiss Joint Research Center – Day 2 – Computer vision and Mixed RealityView detailMachine Learning Aided Discovery of Membrane Disruptive, Non-Hemolytic Anticancer Peptides
With Markus Orsi
16:30 - 16:45, Mar, 302BCAI & the Molecular WorldView detailFood Image Recognition Context
With Gaurav Singhal
16:30 - 16:45, Mar, 303BCAI for Food & NutritionView detailPanel Discussion: Benefits, Challenges and the Way Forward for AI Collaborations in Academic Research
With Tarun Chadha, Franziska Oschmann, Thomas Wuest, Michał Januszewski, Matteo Tanadini, Tilia Ellendorff, Rodrigo Cerqueira Gonzalez Pena, Gerold Schneider, Francesco Casalegno, Guillaume Obozinski, Aris Marcolongo, Achim Ahrens & Simon F. Nørrelykke
16:30 - 17:00, Mar, 304BCAcademic Support & Scientific Services in AIView detailGenetic Algorithms for PV Power Simulation and Digital Twinning
With Dorian Guzman
16:30 - 17:00, Mar, 301AAI & the Real-World Energy-TurnaroundView detailLaserSKI: Object Detection for Defect Detection in Semiconductors
With William Clemens
16:35 - 16:55, Mar, 301BCAI & ManufacturingView detail