Lunch

Lunch

Introduction

With Marcel Salathé

Multimodality: Applying Advanced Analytics in the Pharmaceutical and Diagnostics Industry to Improve Patient Outcomes and Personalize Care

With Gunther Jansen

Innovation Spotlight

With Patrick Barbey

biped | Giving vision with sounds

With Arthur Gassner

Privacy adversaries in ML — Eviler than you think

With Carmela Troncoso

AI for Science @EPFL

With Lenka Zdeborová

Music Interlude

With Chiara Enderle

Data Clarity

With Simon Hefti

Making Data Work with industrialized ML

With Laure Willemin

Lunch

Challenges in Natural Language Processing research in 2022: large models, multi-modality and datasets

With Thomas Wolf

Music Interlude

With Chiara Enderle

Introduction

Renormalization Group Theory and Machine Learning

With Giulio Biroli

Statistical Physics Insights on Stochastic Gradient Descent

With Francesca Mignacco

Introduction

With Asif Jan

Introduction

With Giovanni Lanzani

Introduction

With Scarlet Schwiderski-Grosche

Introduction

With Daniel Saraga

Introduction

With Chrysanthi Tsimitri, Lishuai Li & Manuel Renold

Introduction & Workshop Overview: Recent Developments in Deep Representation Learning and its Applications in Finance

With Nino Antulov-Fantulin & Petter Kolm

Introduction

With Mascha Kurpicz-Briki, Alexandre Puttick & Souhir Ben Souissi

Learned Models for Physical Simulation and Design

With Kimberly Stachenfeld

AI for Condition-based Maintenance

With Bruno F. Santos

Characteristics of Data & AI Driven Organizations

With Steven Nooijen

Insider Threats Detection at Airbus – AI up Against Data Leakage and Industrial Espionage

With Matthieu Sauvé

Natural Language Processing in Neuropsychiatry

With Neguine Rezaii

Must Digital Trust Rely on Conventional Trust (or Is it the Other Way Around) ?

With Edouard Bugnion

AI-driven Target Validation in Early Stage Drug Discovery

With Patrick Schwab

Modelling Time Varying Interactions in Financial Markets

With Fabrizio Lillo

Digital Sovereignty and Neutrality in Humanitarian Action

With Balthasar Staehelin

Forward and Inverse Design with Machine Learning for Solid Mechanics

With Miguel A. Bessa

Personalized cancer therapies based on spatial heterogeneity of the tumor ecosystem

With Marianna Rapsomaniki

Universal mean field upper bound for the generalization gap of Deep Neural Networks

With Pietro Rotondo

Blitz: Detecting "Fake Support" attacks that circumvent 2FA

With Anastasia Syntychaki

An Adaptive Framework for Optimization and Prediction of Air Traffic Management Systems with Machine Learning

With Stefan Reitmann

Supply Chain Security and Transparency for AI Systems

With Cedric Fournet

Scaling up Data in a Backend-Heavy Organization

With Andreu Mora

Deep Order Flow Imbalance: Extracting Alpha at Multiple Horizons from the Limit Order Book

With Nicholas Westray

AI Pontryagin or: How Artificial Neural Networks Learn to Control Dynamical Systems

With Thomas Asikis

Panel Discussion

With Kimberly Stachenfeld & Miguel A. Bessa

AI for Evidence-Based Covariate Adjustment in Clinical Trials

With Félix Balazard

Better Foundations for Secure Software Systems

With Shweta Shinde

From Real World Data to Next Generation Mental Healthcare

With Valentin Tablan

The Role of Artificial Intelligence in Cyber-Defence

With Vincent Lenders

Using Machine Learning to Predict the Evolution and Propagation of Delays

With Ramon Dalmau-Codina

Denoising of Single Cell Sequencing Data with Probabilistic Deep Learning

With Caibin Sheng

Panel Discussion

With Scarlet Schwiderski-Grosche, Edouard Bugnion, Balthasar Staehelin, Shweta Shinde & Cedric Fournet

Market Making and Incentives Design in the Presence of a Dark Pool: A Deep Reinforcement Learning Approach

With Mathieu Rosenbaum

Break & Posters

Break

The role of Learning & Development in the AI Maturity Journey

With Giovanni Lanzani & Dorthe Malmqvist

Break

Enabling the Right Decisions Sooner in Healthcare with AI

With Carlos Ciller

Physics Informed Neural Networks for Thermal Analysis of LPBF Process

With Ehsan Hosseini

Break

Break

Deep Learning Bise Wind Prediction at ZRH airport

With Pawel Kampczyk

Discovering Hyperelastic Material Models through Sparse Regression with an Application to Human Brain Tissue

With Huitian Yu

Physics-informed neural networks for traffic assignment optimization

With Ji-Eun Byun

Break

Text Data in Medicine

With Violeta Vogel

Bridging the Sim2real Gap for Long Term Battery Discharge Predictions with Time Series Transformer

With Tommaso Bendinelli & Luca Biggio

Modeling and Prediction of Non-Linearizable Phenomena via Dynamics-Based Machine Learning

With Mattia Cenedese

Do Word Embeddings Really Understand Loughran-McDonald’s Polarities?

With Charles-Albert Lehalle

Break

Bounty Hunting at Swiss Post - How to Provide Robustness with Participative Security

With Martina Schwab

Application of Reinforcement Learning (RL) for Marine Route Optimization to Minimize CO2 Emissions

With Mohammad Hossein Moradi

Data-Centric Machine Learning in Natural Hazards Engineering

With Nenad Bijelic

Boosting Model Robustness by Leveraging Data Augmentations, Stability Training, and Noise Injections

With Soon Hoe Lim

Data Democratization: from Data Strategy to the Golden Path

With Sacha Roggeveen & Melissa Perotti

Break

Machine Learning for Predicting Stock Return Volatility

With Amir Khalilzadeh

Learning Biomarkers from Heterogeneous Medical Imaging Data: Centralised and Federated Learning Approaches

With Jonas Richiardi

Learning Physics-Consistent Particle Interactions

With Zhichao Han

Digitization of Industrial Diagrams Using Machine Learning & Computer Vision

With Jo-Anne Ting

Introduction

With Rishi Jha

Tracking Discourses on Antibiotic Resistance with Corpus Linguistic Methods

With Julia Krasselt

Lightning Talk: Explaining Graph Neural Networks

With Kenza Amara

Subverting AI: Are we ready for a cyber pandemic?

With Emre Emin & Can Yildizli

Understanding Why Migrants Move and What Leads to their Disappearances

With Andrea García Borja & Julia Black

Predicting Subgroup Treatment Effects for a New Study: Results and Learnings from a Company-Internal Data Challenge

With Silvia Zaoli & Giulia Capestro

Break

Stable Convolutional Neural Networks for Biomedical Image Reconstruction

With Michael Unser

Lightning Talk: xFraud: Explainable Fraud Transaction Detection

With Susie Xi Rao

AI-Human Hybrid Systems - Enabling Intelligent Air Transportation Systems

With Sameer Alam

Success Criteria for Impactful Data & Analytics Strategy

With Deniz Gunaydin & Bianca Scheffler

Monitoring the Missing Migrants

With Andrea García Borja & Jenny Paola Yela Bello

Lightning Talk: A Deep Generative Model for Clickstream Analysis

With Yilmazcan Özyurt

Obtaining Insights for the Emotional Well-Being of Cancer Patients by the Use of NLP on their Social Media and Browser History

With Georgia Pantalona

Simulating Physics Using Constraint-Based Graph Networks

With Yulia Rubanova

Lightning Talk: StockTwits Classified Sentiment and Stock Returns

With Marc-Aurèle Divernois

Threats and Risks to AI: The Challenge

With Nathan Hamiel

Making the Most of Single-Cell Data for Sensitive Biomarker Discovery with the ScaiVision Platform

With Martijn van Attekum

Q&A

Break

Towards Exploiting Automatic Speech Recognition Error For Generating Synthetic Clinical Speech Data

With Hali Lindsay

Aircraft Emergency Trajectory Design

With Daniel Delahaye

Towards Model-Based Reinforcement Learning on Real Robots

With Georg Martius

Automating Myself Away? Discovering PDEs from Data Using Neural Networks

With Gert-Jan Both

Break

Panel Discussion

With Giovanni Lanzani, Afke Schouten, Bianca Scheffler, Andreu Mora & Sacha Roggeveen

Panel Discussion

With Mathieu Rosenbaum, Nino Antulov-Fantulin, Matthew Dixon, Nicholas Westray, Petter Kolm, Lisa Huang, Robert Almgren, Fabrizio Lillo & Thomas Wolf

Panel Discussion: Causality for Multimodal Learning in Healthcare Applications

With Jonas Richiardi, Félix Balazard, Marianna Rapsomaniki, Alexander Büsser & Naghmeh Ghazaleh

Panel Discussion: How to Reduce the New AI Threat Landscape?

With Matthieu Sauvé, Martin Strohmeier, Martina Schwab, Can Yildizli & Daniel Saraga

Causal Analysis of Mental Health Issues in Social Media Posts

With Muskan Garg

Developments and Challenges in Implementing AI for Missing Migrants Data Analysis

With Ewan Oglethorpe & Jenny Paola Yela Bello

Food Waste, Champagne and Artificial Intelligence in Aviation

With Alexander Motzek

Panel Discussion

With Yulia Rubanova & Georg Martius

Wrap-up

With Asif Jan

Wrap-up

With Mascha Kurpicz-Briki, Alexandre Puttick & Souhir Ben Souissi

Q&A

Atmospheric Physics-Guided Machine Learning

With Tom Beucler

Wrap-up

Wrap-up

With Manuel Renold

Wrap-up

With Rishi Jha

Meta-Learning for Fast Simulation of Multiple Calorimeter Responses

With Dalila Salamani

Introduction

With Antoine Bosselut

Solving the Right Problems: Making ML Models Relevant to Healthcare

With Regina Barzilay

Bioprolegy

With Jakob Uszkoreit

Music Interlude

With Chiara Enderle

AI in Industry - from dating to marriage

With Florian Roessler

Introduction

Introduction

With Jeffrey R. Bohn

Introduction

With Francesco Corman & Erik Nygren

Introduction

With Henrik Karppinen

Welcome

With Thomas Zaugg, Ria Kechagia, Emina Atlagic, Elif Ozkirimli & Gunther Jansen

An Overview of Data and AI in the Humanitarian Community

With Ewan Oglethorpe, Patrice Chataigner & Leonardo Milano

Welcome

With Scarlet Schwiderski-Grosche

Introduction

With Marisa Tschopp & Philipp Wintersberger

Introduction to Methodological Innovations in Data Science, ML and AI

With Gunther Jansen

Towards Closing Synthetic-to-Real Gap with Domain Adaptation for Unsupervised Fault Diagnosis

With Olga Fink

Building Blocks and Manual for the Edge AI of Tomorrow

With Niko Vuokko

Direct Gradient-Based Discovery of Quantum Feedback Strategies

With Florian Marquardt

Swissmedic: Regulator & Innovator. Harnessing AI for Automated Market Oversight

With Nicolas Perez Gonzalez

Machine Learning for Consumer Electronics

With Milos Cernak

Overtrust in Robots

With Henrik Skaug Sætra

Confidential Computing Research at Microsoft Research

With Cedric Fournet

Predictions for Better Decisions: Towards Integrated Prediction and Optimization

With Emma Frejinger

Becoming a Data & Insight-Driven Logistic Company

With Isabell Franck

Empowering the Human Resources Industry with AI and Natural Language Processing​

With Alejandro Jesús Castañeira Rodríguez

Data and AI Literacy

With Katharina Schüller

Data-Driven Discovery Science with FAIR Knowledge Graphs

With Michel Dumontier

Advancements and Challenges of Applying Natural Language Processing to Humanitarian Data Analysis

With Edward Londner, Nicolò Tamagnone, Navid Rekabsaz & Abdine Maiga

Building Datacenter Applications with Latency and Confidentiality Guarantees

With Adrien Ghosn & Marios Kogias

Machine Learning Universal Bosonic Functionals

With Carlos L. Benavides-Riveros

Model-Privacy: Enforce a Purpose on Shared Data

With Gerald Friedland

Trust in Automation

With Johannes Kraus

Conflict of Jurisdictions: Who governs where this is running on?

With Max Schrems

AI for Modeling and Clustering Multivariate Disease Trajectories with Missing Values

With Holger Fröhlich

Energy-Efficient Tiny Machine Learning at the Edge for Next Generation of Smart Sensors

With Michele Magno

Informal Discussion

Break

Invariant Federated Learning: Decentralized Training of Robust Privacy-Preserving Models

With Valentin Hartmann

Using AI for automatic hail damage assessment

With Paola Bianchi

Robust and Interpretable Learning for Healthcare

With Dorina Thanou

Learning Individual Behaviors from Vehicle Trajectory Data

With Kenan Zhang

Design Sprint 1

Continuous Quantum Gatesets and Generalized Gate Synthesis

With Francesco Preti

Differentially Private Data Generative Models and Safety-Critical Scenario Generation for Autonomous Driving

With Bo Li

Break

Firmenich d-lab: Journey of an Industrial ML Lab

With Julien Herzen & Christine Chichester

Summary & Q&A

With Gunther Jansen

Break

Break

Break

Break

Reimagining medicine using ML at Novartis

With Prateek Katiyar

Break

AI Ethics Standards and Guidelines

With Dagmar Monett

Break

Revealing quantum dynamical universality with neural quantum states

With Markus Schmitt

Securing Cloud Deployments for the International Committee of the Red Cross

With Ivan Puddu

Design Sprint 2

Making the Impossible, Possible

With Aurelien Lequertier

Panel Discussion: Humanitarian Ethics: Ethical AI and Ethical NLP

With Sofia Kyriazi, Robert Trigwell, Eleonore Fournier-Tombs, Ximena Contla & Stuart Campo

Break

Introduction to Applications and Use cases

With Elif Ozkirimli

Machine-Learning based Multi-omics Data Integration for Personalized Oncolgy

With Florian Buettner

Completing Power Grid Network Graph Data for Property Resilience Modeling

With Jeffrey R. Bohn

Fundamentally Understanding and Solving RowHammer

With Onur Mutlu

Measuring Traffic through Partially Biased Observations

With Christian Eichenberger & Moritz Neun

Monitoring in the Big Data Era: to AD or not to AD?

With Jelena Malić & Joana Soares Machado

Detection of Berezinskii-Kosterlitz-Thouless Transition via Generative Adversarial Networks

With Daniele Contessi

Building Research and Applied Tool: an Open Community for Healthcare NLP

With Thomas Wolf

AI in Industry: Story of a failure. Let's share our experiences!

With Yohann Perron

Informal Discussion

Enhancing EDA Tools to Detect Microarchitectural Vulnerabilities

Machine Health Monitoring Using Acoustic Sensing at the Edge

With Jon Nordby

Wikipedia Reader Navigation: When Synthetic Data Is Enough

With Akhil Arora

Design Sprint 3

Replacing Neural Networks by Optimal Analytical Predictors for the Detection of Phase Transitions

With Julian Arnold

Panel Discussion: Applications and Use Cases

With Gabriel Krummenacher, Emina Atlagic, Elif Ozkirimli, Mirko Birbaumer, Jean Verrette, Charlotta Früchtenicht & Marco Giannitrapani

Artificial Intelligence and Autonomous Vehicles

With Alexandre Alahi

Understanding the Security of Probabilistic Data Structures under Adversarial Conditions

With Mia Filić

Synthetic Data Generation for Natural Language Understanding with Probabilistic Context Free Grammars

With Georgios Balikas

Detecting Project Overruns with Time Series Models

With Silvan Melchior & Sascha Wieser

Lunch

Intrinsic Dimension of Path Integrals: Data-Mining Quantum Criticality and Emergent Simplicity

With Tiago Mendes Santos

Panel Discussion

With Gerald Friedland, Bo Li & Jeffrey R. Bohn

Efficient Computer Vision on Edge Devices: How we Guide Blind People Using Python

With Bruno Vollmer

Increasing sales with lightning fast MLOps - From Scratch to Production in days

With Philipp Thomas & Lukas Altenkamp

Expert Panel discusses 2-3 presented Outcomes

Summary & Q&A

With Elif Ozkirimli

Leveraging Synthetic Data for Mobile Object Detection

With Vidit Vidit

Object Detection on Mobile using YoloV5

With Jeanne Fleury

Wrap-up

With Jeffrey R. Bohn

Wrap-Up

With Marisa Tschopp & Philipp Wintersberger

SARA - A1 Network Analytics Solution

With Jelena Tomić

Welcome to Afternoon Session

With Max Welling

Introduction

With Emanuele Fabbiani

Demo of DEEP Platform and Newly Released NLP Features

With Aditya Khatri & Ximena Contla

Introduction to Trustworthy AI in HealthCARE: Ethical and Regulatory Aspects

With Ria Kechagia

Introduction

Reading and Writing Protein Function Using Multi-dimensional Surface Representations

With Bruno Correia

Recent Advances in Electricity Price Forecasting: A 2022 Perspective

With Rafał Weron

Legal and Ethical Dimensions of Health AI

With Michael Krauthammer

Panel Discussion: Law & Policy

With Suzanne Vergnolle, Belén Arribas, Paul Nemitz & Michael Veale

Predicting Time-to-Green of Fully-actuated Signal Control Systems with Deep Learning Models

With Alexander Genser

Why leverage AI in Manufacturing?

With Florent Bourbon

Big Data and AI for Health: Ethics and Policy Considerations

With Agata Ferretti

Predictive Network Maintenance for Mobile Services

With Imen Grida Ben Yahia

Continuous-space Neural-network Quantum States

With Jannes Nys

Enabling Property Risk Intelligence with Earth Observation AI

With Ciprian Tomoiagă

Workshop: Hacking the problem, Classification, Entry Extraction, Data Augmentation, Current examples

With Nicolò Tamagnone, Navid Rekabsaz, Selim Fekih, Oguz Kaan Yuksel & Benjamin Minixhofer

How can AI (and ML) make Utility-Scale Batteries more Cybersecure?

With Nina Kharlamova

AI to Guide Precision Oncology in Solid Tumors

With Olivier Michielin

Quantifying of Geometric Measure of Entanglement of Quantum Generative Adversarial Network States on a Quantum Computer

With Khrystyna Gnatenko

Generation of a Large Synthetic Dataset for Learning Physics-based Optimal Inference of 4D flow MRI

With Pietro Dirix

On Board Monitoring for Railway Infrastructure Condition Assessment

With Cyprien Hoelzl

Federated Learning Challenges and Research Opportunities

With Mathieu Andreux

Photovoltaic Power Generation Nowcasting: Cloud Type Classification Forecast through Satellite Data and Imagery

With Emanuele Giovanni Carlo Ogliari

Stakeholder Roles in Promoting Quality and Trust in Medical AI

With Nicholson Price

Break

From 1 day to 1 hour for Cell Tower Inspection

With Andrea Dotti & Daniel López Sánchez

Leveraging Behavioral Digital Twins to steer a business

With Pietro Berkes

Convolutional restricted Boltzmann machine aided Monte Carlo: An application to Ising and Kitaev models

With Daniel Alcalde Puente

Ambient Assisted Living for Elderly People

With Sonja Gassner, Sebastian Suter & Cédric Bleuler

Towards a Data-driven Operational Digital Twin for Railway Wheels

With Katharina Rombach

Summary & Q&A

With Michael Krauthammer, Olivier Michielin, Nicholson Price, Agata Ferretti & Ria Kechagia

An Interpretable Probabilistic Model for Short-Term Solar Power Forecasting using Natural Gradient Boosting

With Georgios Mitrentsis

Learning Task Specifications for Reinforcement Learning from Human Feedback

With David Lindner

Informal Discussion

Research at Meta AI in 5 minutes

With Gabriel Synnaeve

Creating a New Super Tuner for Mobile Networks using ML

With Pavle Belanovic & Jules Triomphe

Spatio-Temporal Graph Neural Networks for Multi-Site PV Power Forecasting

With Jelena Simeunović

AI in Railways inspection: theory VS reality

With Fetai Ilir

Quantum State Tomography with Artificial and Spiking Neural Networks

With Stefanie Czischek

Break

Aerial Imagery Analytics for Railways

With Bruno Hauser

Wrap-up

With Thomas Zaugg, Ria Kechagia, Emina Atlagic, Elif Ozkirimli & Gunther Jansen

Break

HoloLens, Mixed Reality and Spatial Computing

With Marc Pollefeys

Panel Discussion: PV Forecasting

With Emanuele Fabbiani, Emanuele Giovanni Carlo Ogliari, Georgios Mitrentsis & Jelena Simeunović

Break

Panel Discussion: Economy & Finance

With Mehmet Toral, Roxana Mihet, Ilja Kantorovitch, Jon Frost, Daniel Schnurr & Sebastian Doerr

Break

Break

Using Mobile Network Data for Insights into Mobility in Italy during the Coronavirus Outbreak

With Enrico Cobelli

Opportunities and Challenges of Using NLP in Healthcare

With Elif Ozkirimli

Designing Quantum Many-Body Matter with Conditional Generative Adversarial Networks

With Rouven Koch

Building Machine Learning Systems in the Era of Data-centric AI

Advanced Cable & Asset Analytics

With Josef Kamleitner

Break

Population-scale Dietary Interests During the COVID-19 Pandemic

With Kristina Gligorić

Artificial Intelligence and Decentralized Privacy Preserving Mechanisms for Telco Industry

With Diego Perino

Improve Railway Safety and reliability with NLP

With Daniele Mele & Fionn Gantenbein

ML as a Foundation for Pay-as-you-Save Models for Buildings’ Energy Efficiency

With Max Carrel

Quantum circuit optimization with deep reinforcement learning

With Murphy Yuezhen Niu

How we Built a Global Electricity Data Platform for Real-Time Grid Emissions and Forecasting

With Pierre Segonne

Break

Circuits for Efficient Quantum State Preparation

With Niels Gleinig

Break

Panel Discussion: AI & Sustainable Energy in Startups

With Emanuele Fabbiani, Max Carrel & Pierre Segonne

AI that Humanizes Customer Service

With Biljana Makedonska - Paneva

Lessons Learned from Watching Machines Learn

With Thilo Stadelmann

Wrap-up and Reflections on the Future of NLP in the Humanitarian Sector

With Navid Rekabsaz, Ewan Oglethorpe & Ximena Contla

Real-Time Distribution System State Estimation with Asynchronous Measurements

With Guido Cavraro

Photonic Integrated Multi-Wavelength Sources for Data Centers

With Arslan Sajid

Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks

With Friederike Metz

The Advanced Analytics Development and Dissamination in an Italian Life Company

With Alice Guerini

Deep dive in Swisscom's Conversational AI Platform

With Maxime Darçot

The Quantum Cartpole

With Kai Meinerz

Wrap-up

With Scarlet Schwiderski-Grosche

Wrap-up

With Francesco Corman & Erik Nygren

Wrap-up

Wrap-up

Powering the Energy Transition with Data and AI

With Mihir Sarkar

Poster Session & Apéritif

Applied AI in customer interaction: deep dive into text analytics

With Gianluigi Bardelloni & Mark Wessel

Wrap-up

With Emanuele Fabbiani

Introduction

With Marcel Salathé & Rüdiger Urbanke

Abstraction and Analogy: The Keys to Robust AI

With Melanie Mitchell

Deep Learning for Scientific Computation

With Max Welling

Music Interlude

With Chiara Enderle

Can Neural Networks Learn to Reason?

With Samy Bengio

Geometric Deep Learning: the Erlangen Programme of ML

With Michael Bronstein

Welcome

With Marc Pollefeys, Ondrej Miksik & Scarlet Schwiderski-Grosche

Introduction

With Marcel Salathé

Swiss Post - Delivering the Next Generation of Digital Trust and Data Insight to service Switzerland and its Citizens

With Laetitia Henriot Arsever

The carbon footprint of Machine Learning

With Urs Hölzle

Keynote: Towards Scalable Digital Doubles

With Julien Valentin

Everyday AI, Extraordinary People

With Marie Vollmar

AI for Good

With Gabriel Krummenacher

Learning AI, One puzzle at a time

With Sharada Mohanty

SBB Mobile Machine Learning

With Henrik Karppinen

Building the AI Advantage

With Philippe Glénat

Flow-based 3D Avatar Generation from Sparse Observations

With Sadegh Aliakbarian

Lessons learned deploying ML in industry

With Marcin Pietrzyk

Enabling precision healthcare with federated learning

With Asif Jan

Break

Break

Egocentric Interaction Capture for Mixed Reality

With Siwei Zhang

Introduction

Auditing Algorithms

With Julia Angwin

Introduction

With Franziska Oschmann, Thomas Wuest & Tarun Chadha

Introduction

With Fabian Schramm, Yassir Benkhedda & Gaël Grosch

Introduction

Optimal Transport Modeling of Population Dynamics: Applications in Single-Cell Biology

With Charlotte Bunne

Using Retrospective Modeling to Improve Long-Range National Energy Projections

With Evelina Trutnevyte

Making Machine Learning Models Useful in Industrial Manufacturing

With Mehmet Mercangöz

A View of SDSC Projects: Understanding Swiss Parliamentary Data

With Fernando Perez-Cruz

Deep 3D Surface Meshes

With Pascal Fua

Automated Manufacturing Processes : Bring Tangible Benefits Quickly with AI Applications

With Mostafa Ajallooeian & Alexis Roy

Context-Aware Sequence Alignment using 4D Skeletal Augmentation

With Taein Kwon

Protection of Journalists and their Sources: The Datashare project - Designing a Privacy-Preserving Document Search Engine

With Wouter Lueks

Interpretable Embeddings from Molecular Simulations using Gaussian Mixture Variational Autoencoders

With Yasemin Bozkurt Varolgünes

Data Modeling Tools for Thermal Grids

With Jonathan Chambers

A Machine Learning Collaboration with Neuroscience: Opportunities & Challenges

With Francesco Casalegno

How MLOps Drives Iteration Speed for Non-ML Practitioners

With Niels Uitterdijk

Protection of Journalists and their Sources: Panel Discussion

With Mirko Bischofberger, Gilles Labarthe, Christophe Schenk, Wouter Lueks & Fiona Endres

EPFL Smart Kitchen: Home-Based Functional Assessment Platform for Neurological Patients

With Haozhe Qi

Lunch

Large-Scale Synaptic Resolution Brain Mapping in Academia-Industry Collaborations

With Michał Januszewski

Challenges of the Swiss Energy Transition for Network Operators

With Yamshid Farhat

The Future of Personalised Nutrition; Big data, Remote Trials and Multi-omics from the ZOE PREDICT Programme

With Sarah Berry

Real Life Applications of Deep Reinforcement Learning in Manufacturing

With William Heurdier

Graph Neural Networks beyond Weisfeiler-Lehman and vanilla Message Passing

With Michael Bronstein

What Makes Interdisciplinary Research Collaborations Work: Experiences from the Center for Data Analytics

With Rodrigo Cerqueira Gonzalez Pena

Cognitive Digital Twins

With Dimitris Kyritsis

Cross-Descriptor Visual Localization and Mapping

With Mihai Dusmanu

Manipulation of Public Opinion: 20 Minutes - News in 7 languages

With Marco Di Bernardo

Introduction Part 2

With Emanuele Fabbiani

Concrete Examples how Data Support the Energy Turnaround

With Matthias Eifert

Tailored de Novo Protein Design with Deep Neural Networks

With Zander Harteveld

Manipulation of Public Opinion: Deepfakes - Why Seeing is no Longer Believing!

With Touradj Ebrahimi

Machine Learning Based Analysis of Biomedical Microscopy Images

With Simon F. Nørrelykke

Predicting Customer Churn for Beverage Machines

With Mirko Salomon

Privacy Preserving Partial Localization

With Marcel Geppert

Solving Complex Business Challenges with Machine Learning at the Edge

With Samir Araújo de Souza

Goal-directed Generation of Molecules with Conditional Generative Models

With Amina Mollaysa

Manipulation of Public Opinion: Mapping scientific knowledge in Switzerland

With Agathe Chevalier

IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo

Creating Global Impact through Data-Driven Optimization of the Manufacturing of Food and Feed

With Matthias Graeber

From Prototyping to Production: How SIS is Supporting AI in Research!

With Franziska Oschmann

Physics-inspired Deep Machine Learning and Reinforcement Learning with an Application to Building Control Problems

With Loris Di Natale

Manipulation of Public Opinion: Panel Discussion

With Mirko Bischofberger, Philippe Stoll, Sarah Sermondadaz, Touradj Ebrahimi & Karl Aberer

Regression Transformer: Concurrent Conditional Molecular Generation and Regression by Blending Numerical and Textual Tokens

With Jannis Born

Break & Posters

Data Labeling Not Required

With Lucas Vandroux

Robust volumetric mapping in changing environments

With Lukas Schmid

Break

Break

Using IRT for Prioritization of Building Retrofits

With Hui Ben

Break

Break

Foodome Project: Tackling the Complexity of Food Systems

With Giulia Menichetti

Text Crunching Center (TCC): Data-Driven Methods for Linguists, Social Science and Digital Humanities

With Gerold Schneider

Break and Chat with Wikimedia CH

With Stéphane Maffli, Kerstin Sonnekalb & Jenny Ebermann

Break

Human-in-the-loop Low cost manufacturing data labeling

With Walid Daboubi

Machine Learning Climate Simulations

With Aris Marcolongo

Keynote: Role of Simulation in Machine Intelligence: Beyond Synthetic Data

With Ashish Kapoor

Introduction Part 3

Information Security and Personal Data Protection: Shared Base Reality - Building a Safe Space for News

With Hannes Grassegger

Protein Language Models: Generative Properties and Data Representation

With Anne-Florence Bitbol

Unsupervised Learning for Quality Control in Automated Manufacturing for the Automotive Industry

With Enno de Lange & Roman Klis

Deep Reinforcement Learning for Energy-Efficient Control of Autonomous Evs

With Andrea Pozzi

Machine Learning for Economics and Social Sciences: Applications and Software

With Achim Ahrens

Digital Twins as Enabler for Data-driven Improvements in the Industrial Manufacturing of Food and Feed

With Ali Baajour

Project Altair: Infrared Vision and AI-Decision Making for Longer Drone Flights

With Florian Achermann

Information Security and Personal Data Protection: Panel Discussion

With Mirko Bischofberger, Jessica Pidoux, Hannes Grassegger & Paul-Olivier Dehaye

Applying Advanced Analytics to Manufacturing

With Telina Reil

Towards Better Estimates of Wind Power Potentials in the Alps

With Jérôme Dujardin

Learning from Literature-Extracted Synthesis Actions for Organic Synthesis

With Alain Vaucher

Mixed Reality for Shared Autonomy

With Marco Tognon

Data Scientists Supporting Scientific Researchers: A Win-Win Situation

With Matteo Tanadini

Optimization Enriched with Knowledge Learned from the Past

With Loïc Roch

Predicting Future Failures with ML at the Edge

With Ivan Scattergood

Break

Collaborative Human-Robot Motion Planning with Mixed Reality

With Florian Kennel-Maushart

Machine Learning Aided Discovery of Membrane Disruptive, Non-Hemolytic Anticancer Peptides

With Markus Orsi

Food Image Recognition Context

With Gaurav Singhal

Panel 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

Genetic Algorithms for PV Power Simulation and Digital Twinning

With Dorian Guzman

LaserSKI: Object Detection for Defect Detection in Semiconductors

With William Clemens

Wrap-up

Wrap-up

Lightweight Capture of Personalized Neural Animatable Avatars

Wrap-up

Wrap-up

With Yassir Benkhedda & Gaël Grosch

Wrap-up