Schedule

January 25-29, 2020
Sat, Jan 25
Sun, Jan 26
Mon, Jan 27
Tue, Jan 28
Wed, Jan 29
09:00

TensorFlow 2 Basics – Saturday

With Andreas Steiner, Ruslan Habalov & Megan Ruthven

09:00 - 17:00, Jan, 252ABCWorkshopView detail

Introduction to Information Visualization

With Tobias Mérinat & Halldor Janetzko

09:00 - 17:00, Jan, 25Foyer CloudWorkshopView detail

Interpretability in deep learning for computational biology

With Maria Rodriguez Martinez, An-phi Nguyen & Matteo Manica

09:00 - 12:30, Jan, 255AWorkshopView detail

Applied Machine Learning with R

With Dirk Wulff, Markus Steiner & Michael Schulte-Mecklenbeck

09:00 - 17:00, Jan, 25Foyer 6WorkshopView detail

Feature Engineering for Spatial Data Analysis

With Caio Miyashiro, Selim Onat & Eva Jaumann

09:00 - 17:00, Jan, 25Foyer 1WorkshopView detail

Spiking neural networks for real-time inference tasks

With Dylan Muir, Felix Bauer & Sadique Sheik

09:00 - 17:00, Jan, 255BCWorkshopView detail

A Conceptual Introduction to Reinforcement Learning

With Kevin Smeyers, Katrien Van Meulder & Bram Vandendriessche

09:00 - 12:30, Jan, 251ABCWorkshopView detail

Fraud detection with unsupervised machine learning

With Ernst Oldenhof

09:00 - 12:30, Jan, 254ABCWorkshopView detail

NLPeasy – Harnessing the Power of Unstructured Data

With Philipp Thomann & Jacqueline Stählin

09:00 - 12:30, Jan, 253BCWorkshopView detail

Augmenting the Web browsing experience using machine learning

With Oleksandr Paraska, Vasily Kuznetsov, Tudor Avram & Levan Tsinadze

09:00 - 12:30, Jan, 253AWorkshopView detail
13:30

PyTorch Tutorial

With Evann Courdier, Thjis Vogels & Emmanouil Angelis

13:30 - 17:00, Jan, 254ABCWorkshopView detail

Adding Interpretability in Deep Learning models

With Delger Enkhbayar, Sunil Mallya & Segolene Dessertine-Panhard

13:30 - 17:00, Jan, 251ABCWorkshopView detail

Ideas for your first AI project

With Kristina Jonkuviene & Ieva Vaišnoraitė-Navikienė

13:30 - 17:00, Jan, 253AWorkshopView detail

Meet your Artificial Self: Generate text that sounds like you

With Martin Müller, Manuel Schneider & Florian Laurent

13:30 - 17:00, Jan, 255AWorkshopView detail

Human mobility analysis and simulation with Python

With Luca Pappalardo, Filippo Simini, Roberto Pellungrini & Gianni Barlacchi

13:30 - 17:00, Jan, 253BCWorkshopView detail
09:00

Deep Learning for Computer Vision

With Humera Tariq, Usman Amjad, Shaista Rais & Humera

09:00 - 17:00, Jan, 265BCWorkshopView detail

TensorFlow 2 Basics – Sunday

With Andreas Steiner, Ruslan Habalov & Megan Ruthven

09:00 - 17:00, Jan, 262ABCWorkshopView detail

Transfer Learning at scale in Natural Language Processing

With Matteo Pagliardini, Yassine Benyahia & Harm Cronie

09:00 - 12:30, Jan, 26Foyer 1WorkshopView detail

Climbing the Ladder: Reinforcement Learning in a Competitive Setting

With Frederic Ouwehand, Florian Laurent & Christian Scheller

09:00 - 17:00, Jan, 263BCWorkshopView detail

Introduction to MLflow: managing the ML lifecycle from experimentation to deployment

With Sebastian Herold, Annie Yim & Lennart Piro

09:00 - 12:30, Jan, 26Foyer CloudWorkshopView detail

Hands-on Bayesian Machine Learning: embracing uncertainty

With Elizaveta Semenova & Tatiana Matejovicova

09:00 - 12:30, Jan, 264ABCWorkshopView detail

Generative Modeling for Computer Vision

With Anzor Gozalishvili & Sandro Barnabishvili

09:00 - 12:30, Jan, 263AWorkshopView detail

Unsupervised Learning: Multi Time Series Feature Embedding

With Zhivko Kolev, Dimira Petrova & Dragomir Nikolov

09:00 - 17:00, Jan, 261ABCWorkshopView detail

Dirty GANcing

With Axel Uran, Pelayo Choya, Guillaume Mollard, Thibault Calvayrac, Gaétan Ramet & Gianluca Mancini

09:00 - 12:30, Jan, 26Foyer 6WorkshopView detail
11:00

ArtLab Exhibition on the EPFL Campus

11:00 - 18:00, Jan, 29ArtLab pavillon B (On EPFL campus and not in the conference venue)Side EventsView detail
13:30

Cross-lingual Natural Language Processing

With Ioannis Partalas, Georgios Balikas & Eric Bruno

13:30 - 17:00, Jan, 26Foyer CloudWorkshopView detail

Machine Learning for (smart) dummies

With Valerio Rossetti

13:30 - 17:00, Jan, 263AWorkshopView detail

Ensemble Techniques: "Unity is strength"

With Jessica Lanini

13:30 - 17:00, Jan, 265AWorkshopView detail

From Forecasting to Prescriptive analytics

With Sotirios Dimopoulos, Niccolò Moretti & Kostja Siefen

13:30 - 17:00, Jan, 26Foyer 1WorkshopView detail

From Machine Learning to Control Theory: An Autonomous Driving Case Study

With Adam Barclay & Alexandra Tiska

13:30 - 17:00, Jan, 26Foyer 6WorkshopView detail

Advances in ML: Theory meets practice

With Sebastian Stich & Aymeric Dieuleveut

13:30 - 17:00, Jan, 264ABCWorkshopView detail
09:00

Introduction

With Robert West, Martin Jaggi & Marcel Salathé

09:00 - 09:20, Jan, 27Auditorium AAMLD Keynote SessionView detail
09:20

The Balancing Act - Multi-objective Recommendations

With Claudiu Musat

09:20 - 09:35, Jan, 27Auditorium AAMLD Keynote SessionView detail
09:35

Adopting Enterprise AI

With Marie Vollmar

09:35 - 09:40, Jan, 27Auditorium AAMLD Keynote SessionView detail
09:40

Learning Actionable Representations of Biomedical Data

With Marinka Zitnik

09:40 - 09:55, Jan, 27Auditorium AAMLD Keynote SessionView detail
09:55

Making Personalised Healthcare a reality? – More than AI

With Asif Jan

09:55 - 10:10, Jan, 27Auditorium AAMLD Keynote SessionView detail
10:10

Startup Spotlight

With Patrick Barbey

10:10 - 10:25, Jan, 27Auditorium AAMLD Keynote SessionView detail
10:25

Musical Interlude – J.S. Bach: Suite No. 6: Prelude

With Chiara Enderle

10:25 - 10:30, Jan, 27Auditorium AAMLD Keynote SessionView detail
10:30

Break

10:30 - 11:00, Jan, 27Auditorium AAMLD Keynote SessionView detail
11:00

Data Science for sustainable manufacturing

With Ali Baajour

11:00 - 11:05, Jan, 27Auditorium AAMLD Keynote SessionView detail
11:05

AI: New gameplay for fragrance & taste creation

With Philippe Glénat

11:05 - 11:10, Jan, 27Auditorium AAMLD Keynote SessionView detail
11:10

Addressing the failure of enterprise machine intelligence (MI) with 4 AIs we should discuss more

With Jeffrey Bohn

11:10 - 11:25, Jan, 27Auditorium AAMLD Keynote SessionView detail
11:25

Tackling transportation challenges with ML/AI

With Erik Nygren

11:25 - 11:30, Jan, 27Auditorium AAMLD Keynote SessionView detail
11:30

Simulations – The New Reality for AI

With Danny Lange

11:30 - 11:45, Jan, 27Auditorium AAMLD Keynote SessionView detail
11:45

Machine Learning at Exa-scale: Opportunities for Life Sciences

With Shahram Ebadollahi & Christopher Bishop

11:45 - 12:15, Jan, 27Auditorium AAMLD Keynote SessionView detail
12:15

Musical Interlude – J.S. Bach: Suite No. 1: Allemande

With Chiara Enderle

12:15 - 12:25, Jan, 27Auditorium AAMLD Keynote SessionView detail
12:30

Lunch

12:30 - 14:00, Jan, 27Garden LevelSide EventsView detail
13:30

Welcome and Introduction

With Marisa Tschopp

13:30 - 13:40, Jan, 274BCAI & LeadershipView detail

Developing Digital Measures from Person-Generated Health Data

With Luca Foschini

13:30 - 13:45, Jan, 273BCAI & HealthView detail

Data, algorithms and data governance

With Sofia Olhede

13:30 - 13:50, Jan, 272AAI & PolicyView detail

Welcome & introduction

With Alice Coucke

13:30 - 13:40, Jan, 27Auditorium AAI & ML on the EdgeView detail

Introduction: AI & Imaging

With Sabine Süsstrunk

13:30 - 13:40, Jan, 271BCAI & ImagingView detail

Welcome to AI & Education

With Maxime Gabella

13:30 - 13:40, Jan, 273AAI & EducationView detail

Introducing Climate Change AI, the conference track, and overview of posters

With Nikola Milojevic-Dupont & Lynn Kaack

13:30 - 13:55, Jan, 275ABCAI & Climate ChangeView detail

Welcome and introduction

13:30 - 13:45, Jan, 274AAI & SpaceView detail

Bringing ML to Production, what is missing?

With Mikio Braun

13:30 - 14:05, Jan, 271AAI & Online BusinessView detail

Bringing intelligence in system health management of power systems: From system health monitoring to decision support

With Olga Fink

13:30 - 13:55, Jan, 272BCAI & EnergyView detail
13:40

State of the art in hardware-accelerated neural networks

With Frédéric Pétrot

13:40 - 14:05, Jan, 27Auditorium AAI & ML on the EdgeView detail

Learning to understand and manipulate: Recent results in video understanding and robotics manipulation

With Cordelia Schmid

13:40 - 14:30, Jan, 271BCAI & ImagingView detail

Human + Kind: Creating Values-Driven, Ethically Aligned Design

With John C. Havens

13:40 - 14:00, Jan, 274BCAI & LeadershipView detail

AI and Education: The need for a system change

With Mutlu Cukurova

13:40 - 14:10, Jan, 273AAI & EducationView detail
13:45

Faster reaction to epidemics: toward predicting outbreaks in Burkina Faso

With Maroussia Roelens

13:45 - 14:00, Jan, 273BCAI & HealthView detail

Applying AI to Advancing Space

With Marcus Märtens

13:45 - 14:15, Jan, 274AAI & SpaceView detail
13:50

Private synthetic data with GANs, autoencoders and minority oversampling

With Ioannis Kaloskampis

13:50 - 14:10, Jan, 272AAI & PolicyView detail
13:55

A direct approach to detection and attribution of climate change

With Eniko Székely

13:55 - 14:20, Jan, 275ABCAI & Climate ChangeView detail

Data analytics and machine learning applications for a sustainable energy future

With Angelos Selviaridis

13:55 - 14:07, Jan, 272BCAI & EnergyView detail
14:00

Leadership in the era of AI

With Stephanie Kaudela-Baum

14:00 - 14:20, Jan, 274BCAI & LeadershipView detail

Predicting women’s preferences for caesarian delivery from online forum discussions

With Michele Tizzoni

14:00 - 14:15, Jan, 273BCAI & HealthView detail
14:05

Model quantization and Hardware acceleration, how fast can we get?

With Gaurav Arora & Abdel Younes

14:05 - 14:25, Jan, 27Auditorium AAI & ML on the EdgeView detail

Short break

14:05 - 14:10, Jan, 27AI & Online BusinessView detail
14:07

Monitoring, control, and digitalization of electrical distribution grids using automated and data-driven solutions

With Omid Mousavi

14:07 - 14:19, Jan, 272BCAI & EnergyView detail
14:10

A conversational agent to support citizen interactions powered by Semantic AI

With Dennis Diefenbach

14:10 - 14:30, Jan, 272AAI & PolicyView detail

Developing a Super One-on-One Tutor with AI and Big Data

With Wei Cui

14:10 - 14:30, Jan, 273AAI & EducationView detail

Image Quality of Ebay listings: An ML approach to image scoring for Paid Internet Marketing

With Natalia Golenetskaya

14:10 - 14:30, Jan, 271AAI & Online BusinessView detail
14:15

Geospatial computer vision

With Devis Tuia

14:15 - 14:30, Jan, 274AAI & SpaceView detail

Statistical learning on period app data to advance personalized health care for women

With Laura Symul

14:15 - 14:30, Jan, 273BCAI & HealthView detail
14:19

From Big Data to a Virtual Power Plant

With Sabine Vincent & Florian Hochstrasser

14:19 - 14:31, Jan, 272BCAI & EnergyView detail
14:20

Big Data, Algorithms and Datafication at Swiss Workplaces

With Simon Schafheitle

14:20 - 14:40, Jan, 274BCAI & LeadershipView detail

Predicting Rare Events in Climate Science

With Soon Hoe Lim

14:20 - 14:30, Jan, 275ABCAI & Climate ChangeView detail
14:25

Deep Learning on Smartphones: A Detailed Overview

With Andrey Ignatov

14:25 - 14:45, Jan, 27Auditorium AAI & ML on the EdgeView detail
14:30

On Bayesian models with networks for reconstruction and detection

With Ender Konukoglu

14:30 - 15:00, Jan, 271BCAI & ImagingView detail

Human-centric AI challenges and opportunities

With Sabrina Kirrane

14:30 - 14:50, Jan, 272AAI & PolicyView detail

I Want This Product but Different: Generative Methods for Multimodal Data Retrieval

With Ivona Tautkute

14:30 - 14:50, Jan, 271AAI & Online BusinessView detail

Modeling learning in online environments

With Tanja Käser

14:30 - 14:45, Jan, 273AAI & EducationView detail

Low-shot learning for detection and mapping in Earth observation imagery

With Frank de Morsier

14:30 - 14:45, Jan, 274AAI & SpaceView detail

Monitoring Climate Change at the Edge of the Cloud

With Matthias Meyer

14:30 - 14:40, Jan, 275ABCAI & Climate ChangeView detail

Reducing patient wait times – A critical lifesaver

With Harmen Boers

14:30 - 14:45, Jan, 273BCAI & HealthView detail
14:31

Digital Transformation in Renewables: Challenges and Opportunities

With Pramod Bangalore

14:31 - 14:43, Jan, 272BCAI & EnergyView detail
14:40

Monitoring the built environment for urban resilience planning

With Nicholas Jones

14:40 - 14:50, Jan, 275ABCAI & Climate ChangeView detail

Humanizing the inhuman: How (and why) does this apply for robots and AI?

With Jamie Gloor

14:40 - 15:00, Jan, 274BCAI & LeadershipView detail
14:43

ML for Energy: why academic models fail in the real world

With Emanuele Fabbiani

14:43 - 14:55, Jan, 272BCAI & EnergyView detail
14:45

Detecting Convective Clouds in Geostationary Satellite data with Convolutional Neural Networks

With William Clemens

14:45 - 15:00, Jan, 274AAI & SpaceView detail

AI and ML toward scaling Twitter data analysis for digital epidemiology of birth defects

With Graciela Gonzalez-Hernandez

14:45 - 15:00, Jan, 273BCAI & HealthView detail

Growing up with AI

With Stefania Druga

14:45 - 15:00, Jan, 273AAI & EducationView detail

Spoken Language Understanding on the Edge

With Francesco Caltagirone

14:45 - 15:05, Jan, 27Auditorium AAI & ML on the EdgeView detail
14:50

A live model for improving data quality in an online shop

With Michael Hardegger

14:50 - 15:10, Jan, 271AAI & Online BusinessView detail

Visualisation as a mean to foster adoption of AI by policy makers

With Benoît Otjacques

14:50 - 15:10, Jan, 272AAI & PolicyView detail

Mapping urban temperature using crowd-sensing data and machine learning

With Marius Zumwald

14:50 - 15:00, Jan, 275ABCAI & Climate ChangeView detail
14:55

Poster Pitches

14:55 - 15:00, Jan, 272BCAI & EnergyView detail
15:00

Break

15:00 - 15:30, Jan, 27Foyer CampusAI & EnergyView detail

Break

15:00 - 15:30, Jan, 27Foyer CampusAI & Climate ChangeView detail

Break

15:00 - 15:30, Jan, 27Foyer CampusAI & HealthView detail

Challenges and learnings with our first digital employee

With Pascal Strölin

15:00 - 15:20, Jan, 274BCAI & LeadershipView detail

Break

15:00 - 15:30, Jan, 27Foyer CampusAI & EducationView detail

Break

15:00 - 15:30, Jan, 27Foyer CampusAI & SpaceView detail

Break & Poster Session

15:00 - 15:30, Jan, 27Foyer CampusAI & ImagingView detail
15:05

Break

15:05 - 15:35, Jan, 27Foyer CampusAI & ML on the EdgeView detail
15:10

Break

15:10 - 15:30, Jan, 27Foyer CampusAI & Online BusinessView detail

AI for Earth Observation in policy support

With Christina Corbane

15:10 - 15:30, Jan, 272AAI & PolicyView detail
15:20

Break

15:20 - 15:40, Jan, 27Foyer CampusAI & LeadershipView detail
15:30

Design, Implementation, and Testing of Personalized News Recommendations at a Large Swiss Newspaper

With Cristina Kadar

15:30 - 15:50, Jan, 271AAI & Online BusinessView detail

Long-term heat load forecasts using hierarchical archetype modelling and hourly smart meter data

With Martin H. Kristensen

15:30 - 15:55, Jan, 272BCAI & EnergyView detail

Teaching Machine to analyze cosmological dataset from space

With Shirley Ho

15:30 - 16:00, Jan, 274AAI & SpaceView detail

Enhancing human learning via spaced repetition optimization

With Manuel Gomez Rodriguez

15:30 - 15:50, Jan, 273AAI & EducationView detail

Poster Pitch – Predicting the outcome of votes taken by the Swiss National Council applying Machine Learning models by Daniel Müller

15:30 - 15:35, Jan, 272AAI & PolicyView detail

Data Science for Resilient and Healthier Urban Networks.

With Marta Gonzalez

15:30 - 15:55, Jan, 275ABCAI & Climate ChangeView detail

Machine learning applied in public service media archives

With Léonard Bouchet

15:30 - 16:00, Jan, 271BCAI & ImagingView detail

Improving the quality of child consultations in Burkina Faso using ML: detecting and addressing Health Workers’ diagnostic mistakes

With Aziza Merzouki

15:30 - 15:45, Jan, 273BCAI & HealthView detail
15:35

Break

15:35 - 16:00, Jan, 27Foyer CampusAI & PolicyView detail

Machine Learning at Facebook: Understanding Inference at the Edge

With Brandon Reagen

15:35 - 16:00, Jan, 27Auditorium AAI & ML on the EdgeView detail
15:40

The impact of leadership on generating business value with AI.

With Afke Schouten

15:40 - 16:00, Jan, 274BCAI & LeadershipView detail
15:45

Mapping medical vocabulary terms with word embeddings

With Pekka Tiikkainen

15:45 - 16:00, Jan, 273BCAI & HealthView detail
15:50

Okay doodle, when shall the meeting be scheduled?

With Henrik Grundmann

15:50 - 16:10, Jan, 271AAI & Online BusinessView detail

Applying machine learning to personalize human learning

With Oscar Täckström

15:50 - 16:10, Jan, 273AAI & EducationView detail
15:55

A Model Selection Approach for Time-Series Based Local Day-Ahead Electric Load Forecasting for Industrial Customers

With Gwendolin Wilke

15:55 - 16:07, Jan, 272BCAI & EnergyView detail

Tracking the Connections Between Public Health and Climate Change

With Slava Jankin

15:55 - 16:20, Jan, 275ABCAI & Climate ChangeView detail
16:00

Guidance And Control Networks: from perception to optimal action

With Dario Izzo

16:00 - 16:15, Jan, 274AAI & SpaceView detail

Leadership in the Age of AI: encoding Autonomy, Agility, and Purpose in an AI-driven Organization

With Ulli Waltinger

16:00 - 16:30, Jan, 274BCAI & LeadershipView detail

Machine Learning for Bioimage Informatics: Successes, Challenges, and Perspectives

With Virginie Uhlmann

16:00 - 16:30, Jan, 271BCAI & ImagingView detail

Tracking health trends using automated real-time social media text classification

With Martin Müller

16:00 - 16:15, Jan, 273BCAI & HealthView detail

Panel discussion – Exploring the role and impact of AI in a policy context: Challenges and opportunities for decision-making

With Bruno Lepri, Steve MacFeely, Emanuele Baldacci & Joanna Bryson

16:00 - 17:30, Jan, 272AAI & PolicyView detail

Choco-SGD: Communication Efficient Decentralized Learning

With Anastasia Koloskova

16:00 - 16:20, Jan, 27Auditorium AAI & ML on the EdgeView detail
16:07

A fast inference Machine Learning model to assess the rooftop solar photovoltaic diffusion

With Roberto Castello

16:07 - 16:19, Jan, 272BCAI & EnergyView detail
16:10

Individualized learning paths

With Benoit Praly

16:10 - 16:30, Jan, 273AAI & EducationView detail

Break

16:10 - 16:20, Jan, 27Foyer CampusAI & Online BusinessView detail
16:15

Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms

With Daniela Paolotti

16:15 - 16:30, Jan, 273BCAI & HealthView detail

Supervised Machine Learning for Exoplanet Atmospheric Retrieval

With Chloe Fischer

16:15 - 16:30, Jan, 274AAI & SpaceView detail
16:19

Semi-deep learning with user feedback improving energy prediction models and improving user experience

With Jiufeng Shi

16:19 - 16:31, Jan, 272BCAI & EnergyView detail
16:20

Machine learning for systematically mapping the climate change literature

With Max Callaghan

16:20 - 16:30, Jan, 275ABCAI & Climate ChangeView detail

Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs

With Aurélien Bellet

16:20 - 16:45, Jan, 27Auditorium AAI & ML on the EdgeView detail

Increasing the Click-Through-Rate for Cost-Per-Click advertising campaigns

With Dominic Herzog

16:20 - 16:40, Jan, 271AAI & Online BusinessView detail
16:30

Understanding the Politics of Climate Change with AI and Machine Learning

With Liam F. Beiser-McGrath

16:30 - 16:55, Jan, 275ABCAI & Climate ChangeView detail

AI analyses dark matter maps

With Tomasz Kacprzak

16:30 - 16:40, Jan, 27AI & SpaceView detail

The Business Data Science Canvas – A journey into the creation of Data Science projects through the questions of human and AI interaction

With Benedikt Ramsauer

16:30 - 16:50, Jan, 274BCAI & LeadershipView detail

Neural Network Models for Neighborhood Effects Research

With Tolga Tasdizen

16:30 - 16:45, Jan, 273BCAI & HealthView detail

ML and Rail: Opportunities and Challenges

With Carlos Becker

16:30 - 17:00, Jan, 271BCAI & ImagingView detail

Rethinking Education with AI and VR

With Florian Krausbeck

16:30 - 16:40, Jan, 273AAI & EducationView detail
16:31

PID autotuning via two-stage safe Bayesian optimization for heat pump control: Simulation and experimental results

With Bratislav Svetozarevic

16:31 - 16:43, Jan, 272BCAI & EnergyView detail
16:40

Dynamic Pricing Competition: Benchmark your Reinforcement Learning Algorithm

With Paul Kleinschmidt

16:40 - 17:00, Jan, 271AAI & Online BusinessView detail

Emulating the energy distribution in the Universe

With Mischa Knabenhans

16:40 - 16:50, Jan, 274AAI & SpaceView detail

Intelligent Learning Environments

With Manolis Mavrikis

16:40 - 17:00, Jan, 273AAI & EducationView detail
16:43

Wind Farm Dynamic Yield Optimization using Reinforcement Learning

With Giorgio Cortiana

16:43 - 16:55, Jan, 272BCAI & EnergyView detail
16:45

Distributed learning on sensitive health data

With Camille Marini

16:45 - 17:10, Jan, 27Auditorium AAI & ML on the EdgeView detail

Beyond lesion count: machine learning based imaging markers in multiple sclerosis

With Jonas Richiardi

16:45 - 17:00, Jan, 273BCAI & HealthView detail
16:50

Wrap up and closing

With Simon Schafheitle

16:50 - 17:10, Jan, 274BCAI & LeadershipView detail

Data-driven emulation of planetary-scale collisions

With Miles Timpe

16:50 - 17:00, Jan, 274AAI & SpaceView detail
16:55

Closing Remarks Day 1

With Lynn Kaack

16:55 - 17:00, Jan, 275ABCAI & Climate ChangeView detail

Final Wrap Up

With Philipp Schütz

16:55 - 17:00, Jan, 272BCAI & EnergyView detail
17:00

Poster Session & Light Apéritif

17:00 - 19:00, Jan, 27Garden levelView detail
19:00

Introduction

With Marcel Salathé

19:00 - 19:07, Jan, 27Auditorium AAMLD Evening Keynote SessionView detail
19:07

Welcome to EPFL

With Martin Vetterli

19:07 - 19:14, Jan, 27Auditorium AAMLD Evening Keynote SessionView detail
19:14

Musical Interlude – J.S. Bach: Suite No. 1: Prelude

With Chiara Enderle

19:14 - 19:20, Jan, 27Auditorium AAMLD Evening Keynote SessionView detail
19:20

The End of Privacy

With Michal Kosinski

19:20 - 20:00, Jan, 27Auditorium AAMLD Evening Keynote SessionView detail
20:00

Talk followed by discussion

With Max Tegmark

20:00 - 21:00, Jan, 27Auditorium AAMLD Evening Keynote SessionView detail
21:00

Surveillance in the Age of AI, followed by discussion

With Edward Snowden

21:00 - 22:00, Jan, 27Auditorium AAMLD Evening Keynote SessionView detail
09:00

Data and Machine Learning: A catalyst for a more sustainable behavior?

With Mohamed Kafsi

09:00 - 09:15, Jan, 28Auditorium AAI & IndustryView detail

AI & Networks Track – Introduction

With Nicola Rohrseitz & Laurent Ciavaglia

09:00 - 09:05, Jan, 283BCAI & NetworksView detail

Urban Computing for Sustainable Urban Systems

With Marta Gonzalez

09:00 - 09:25, Jan, 281BCAI & CitiesView detail

Machine Learning for Aviation Safety at NASA

With Nikunj Oza

09:00 - 09:18, Jan, 284AAI & AviationView detail

Introduction

With Frédéric Dreyer

09:00 - 09:02, Jan, 282BCAI & PhysicsView detail

Topological adventures in machine learning

With Kathryn Hess Bellwald

09:00 - 09:20, Jan, 281AAI & TopologyView detail

Estimation of marginal carbon emissions in electricity networks using electricityMap

With Olivier Corradi

09:00 - 09:25, Jan, 285ABCAI & Climate ChangeView detail

A privacy health check of Machine Learning

With Massimo Marelli, Marc Brockschmidt, Alessandro Mantelero & Carmela Troncoso

09:00 - 10:00, Jan, 283AAI & Humanitarian ActionView detail

Welcome & Machine Intelligence journey from science to resilience

With Jeffrey Bohn & Luca Baldassarre

09:00 - 09:15, Jan, 282AAI & ResilienceView detail

Data Science for Pharma R&D – Opportunities & Challenges

With Asif Jan

09:00 - 09:10, Jan, 284BCAI & PharmaView detail
09:02

Neural simulation-based inference

With Gilles Louppe

09:02 - 09:30, Jan, 282BCAI & PhysicsView detail
09:05

Predictive Network Maintenance: strategies, challenges and Next steps + Q&A

With Imen Grida Ben Yahia & Yoichi Matsuo

09:05 - 10:00, Jan, 283BCAI & NetworksView detail
09:10

Developing Digital Measures from Person-Generated Health Data

With Luca Foschini

09:10 - 09:30, Jan, 284BCAI & PharmaView detail
09:15

Using Non-traditional Technologies to Augment Physical Modeling in Disaster Resilience

With Nicole Hu

09:15 - 09:50, Jan, 282AAI & ResilienceView detail

Automated Tumor Burden Assessment from CT-scans

With Yury Petrov

09:15 - 09:30, Jan, 28Auditorium AAI & IndustryView detail
09:18

Anomaly Detection and Pattern Recognition in Flight Data for Airline Safety Management

With Lishuai Li

09:18 - 09:36, Jan, 284AAI & AviationView detail
09:20

Learning linear representation of persistence diagrams: some mathematical aspects and applications

With Frédéric Chazal

09:20 - 09:45, Jan, 281AAI & TopologyView detail
09:25

Quantifying the Carbon Footprint of Mobility from Telcom Data

With Mohamed Kafsi

09:25 - 09:35, Jan, 285ABCAI & Climate ChangeView detail

POSMO – Mobility Tracking with Machine Learning

With Valery Fischer & Roger Fischer

09:25 - 09:40, Jan, 281BCAI & CitiesView detail
09:30

Simulating the Universe with Machine Learning

With Shirley Ho

09:30 - 10:00, Jan, 282BCAI & PhysicsView detail

Predictive Maintenance – Not another Silver Bullet

With Alexandra Gunderson

09:30 - 09:45, Jan, 28Auditorium AAI & IndustryView detail

Detection and quantification of disease biomarkers in ophthalmology

With Agata Mosinska

09:30 - 09:45, Jan, 284BCAI & PharmaView detail
09:35

Scaling Natural Climate Solutions with Machine Learning

With David Dao

09:35 - 09:45, Jan, 285ABCAI & Climate ChangeView detail
09:36

Aircraft Atypical Approach Detection using Functional Principal Component Analysis

With Daniel Delahaye

09:36 - 09:54, Jan, 284AAI & AviationView detail
09:40

Machine learning for travel mode detection

With Roman Prokofyev

09:40 - 09:55, Jan, 281BCAI & CitiesView detail
09:45

Knowledge Graphs as Stepping Stones from Enterprise Data to AI

With Thierry Caminel

09:45 - 09:50, Jan, 28Auditorium AAI & IndustryView detail

Geometric and Topological Data Analysis for Materials Discovery

With Vitaliy Kurlin

09:45 - 10:10, Jan, 281AAI & TopologyView detail

The role of buildings to mitigate climate change

With Kristina Orehounig & Emmanouil Thrampoulidis

09:45 - 10:10, Jan, 285ABCAI & Climate ChangeView detail

Bayesian Neural Networks for toxicity prediction

With Elizaveta Semenova

09:45 - 10:00, Jan, 284BCAI & PharmaView detail
09:50

Applied Machine Intelligence in insurance

With Patrick Jayet, Paul Feng, Antoine Lagrange, Roland Schöbi & Nora Leonardi

09:50 - 10:30, Jan, 282AAI & ResilienceView detail

Everything your machine learning model needs to know about your business: How to grow profit in the telecom industry

With Pietro Berkes

09:50 - 10:10, Jan, 28Auditorium AAI & IndustryView detail
09:54

Dynamic Pricing For Ancillaries In Travel Industry using Reinforcement Learning

With Ravi Kumar

09:54 - 10:12, Jan, 284AAI & AviationView detail
09:55

Graph neural networks and reinforcement learning in traffic optimization in cities

With Kamil Kaczmarek

09:55 - 10:10, Jan, 281BCAI & CitiesView detail
10:00

A Machine Learning perspective on the emotional content of Parkinsonian speech

With Konstantinos Sechidis

10:00 - 10:15, Jan, 284BCAI & PharmaView detail

How Deep Learning is today used in production to help troubleshooting and improving the broadband services

With Nicolas Dupuis

10:00 - 10:25, Jan, 283BCAI & NetworksView detail

Break

10:00 - 10:30, Jan, 28Foyer CampusAI & Humanitarian ActionView detail

Learning molecular models from simulation and experimental data

With Cecilia Clementi

10:00 - 10:20, Jan, 282BCAI & PhysicsView detail
10:10

Roof Age Determination for the Automated Site-Selection of Rooftop Solar

With Chris Heinrich

10:10 - 10:20, Jan, 285ABCAI & Climate ChangeView detail

Introduction to topology-based graph classification

With Bastian Rieck

10:10 - 10:35, Jan, 281AAI & TopologyView detail

Testing your Machine Learning Pipelines

With Kristina Georgieva

10:10 - 10:25, Jan, 28Auditorium AAI & IndustryView detail

Using global positioning system to improve humans’ physical activity type detection in the urban environment

With Hoda Allahbakhshi

10:10 - 10:20, Jan, 281BCAI & CitiesView detail
10:12

“Catching Signals”: Augment predictive Revenue Management models with contextual data

With George Brova & Tabea Hasler

10:12 - 10:30, Jan, 284AAI & AviationView detail
10:15

On the Stability and Reproducibility of Data Science Pipelines

With Gavin Brown

10:15 - 10:35, Jan, 284BCAI & PharmaView detail
10:20

Knowledge graph construction for semantic trajectories and knowledge extraction in the context of mobility, place, and health

With Doori Oh

10:20 - 10:30, Jan, 281BCAI & CitiesView detail

Predicting the Solar Potential of Rooftops using Image Segmentation and Structured Data

With Daniel de Barros Soares

10:20 - 10:30, Jan, 285ABCAI & Climate ChangeView detail

Tracking High Energy Particles with Deep Learning

With Jean-Roch Vlimant

10:20 - 10:40, Jan, 282BCAI & PhysicsView detail
10:25

Break

10:25 - 10:55, Jan, 28Foyer CampusAI & IndustryView detail
10:30

How to deploy Machine Learning to support Humanitarian Action in war zones?

With Anja Kaspersen, Michela D'Onofrio, Francois Fleuret, Anika Schumann, Volkan Cevher, Rebeca Moreno Jimenez & Amina Chebira

10:30 - 12:30, Jan, 283AAI & Humanitarian ActionView detail

Break: Continued discussion of applied ML in insurance over coffee

10:30 - 11:00, Jan, 28Foyer CampusAI & ResilienceView detail

Break

10:30 - 11:00, Jan, 28Foyer CampusAI & Climate ChangeView detail

Break

10:30 - 11:00, Jan, 28Foyer CampusAI & AviationView detail

Break

10:30 - 11:00, Jan, 28Foyer CampusAI & CitiesView detail

Break

10:30 - 11:00, Jan, 28Foyer CampusAI & NetworksView detail
10:35

Break

10:35 - 10:50, Jan, 28Foyer CampusAI & PharmaView detail

Break

10:35 - 11:05, Jan, 28Foyer CampusAI & TopologyView detail
10:40

Break

10:40 - 11:00, Jan, 28Foyer CampusAI & PhysicsView detail
10:50

Going beyond the average: causal machine learning for treatment effect heterogeneity estimation

With Karla DiazOrdaz

10:50 - 11:10, Jan, 284BCAI & PharmaView detail
10:55

AI and Industry Startups

With Patrick Barbey

10:55 - 11:10, Jan, 28Auditorium AAI & IndustryView detail
11:00

Self-driving networks: Breaking new ground in network automation

With Laurent Vanbever

11:00 - 11:25, Jan, 283BCAI & NetworksView detail

Co-developing applications: Lessons from partnerships

With Buffy Price

11:00 - 11:25, Jan, 285ABCAI & Climate ChangeView detail

Flying round the bermuda triangle of predictive analytics

With Matthias Platho

11:00 - 11:18, Jan, 284AAI & AviationView detail

Data ex Machina: Machine Learning with Public Collider Data

With Eric Metodiev

11:00 - 11:20, Jan, 282BCAI & PhysicsView detail

Climate Risks: Machine intelligence to enable forward-looking risk management

With Christian Spindler

11:00 - 11:20, Jan, 282AAI & ResilienceView detail

Location Intelligence in urban planning: Making better decisions with the use of human mobility data

With Javier Pérez Trufero

11:00 - 11:15, Jan, 281BCAI & CitiesView detail
11:05

Topology and Language

With Leland McInnes

11:05 - 11:30, Jan, 281AAI & TopologyView detail
11:10

Fraud Detection in financial institutions

With Constantin C Nicolae

11:10 - 11:25, Jan, 28Auditorium AAI & IndustryView detail

AE Brain – Detecting Adverse Drug Events with NLP

With Damir Bucar & Moritz Freidank

11:10 - 11:25, Jan, 284BCAI & PharmaView detail
11:15

Integrating Gender Expertise into Urban Infrastructure Production

With Ellie Cosgrave

11:15 - 11:30, Jan, 281BCAI & CitiesView detail
11:18

Deep Learning Anomaly Detection

With Sergei Bobrovskyi

11:18 - 11:36, Jan, 284AAI & AviationView detail
11:20

Federated Learning for Healthcare – Collaborative AI without Exposing Patient Data

With Nicola Rieke

11:20 - 11:40, Jan, 282AAI & ResilienceView detail

Predicting phase transitions in many-body physics

With Eliska Greplova

11:20 - 11:40, Jan, 282BCAI & PhysicsView detail
11:25

AI-driven networks

With Rebecca Steinert

11:25 - 11:50, Jan, 283BCAI & NetworksView detail

Defining and redefining human disease in electronic health records

With Spiros Denaxas

11:25 - 11:45, Jan, 284BCAI & PharmaView detail

Leveraging ML for sustainable urbanization

With Felix Creutzig

11:25 - 11:50, Jan, 285ABCAI & Climate ChangeView detail

Get Your Hands Dirty

With Laura Downhower

11:25 - 11:40, Jan, 28Auditorium AAI & IndustryView detail
11:30

Applications of Computational Topology to Time Series Analysis

With Nicole Sanderson

11:30 - 11:55, Jan, 281AAI & TopologyView detail

Digital Twins and Smart Cities – high frequency data for long-term urban policy?

With Jens Kandt

11:30 - 11:45, Jan, 281BCAI & CitiesView detail
11:36

Improving air traffic control capacity planning with ML solutions

With Ramon Dalmau & Seddik Belkoura

11:36 - 11:54, Jan, 284AAI & AviationView detail
11:40

Panel discussion: "Enterprise Machine Intelligence Outlook"

With Christian Spindler, Jeffrey Bohn, Nicola Rieke, Nicole Hu & Luca Baldassarre

11:40 - 12:00, Jan, 282AAI & ResilienceView detail

Exploring string theory solutions with reinforcement learning

With Fabian Ruehle

11:40 - 12:00, Jan, 282BCAI & PhysicsView detail

Interrogating Legacy Documents with AI

With Matteo Togninalli

11:40 - 11:45, Jan, 28Auditorium AAI & IndustryView detail
11:45

The potential of A.I. in health and the opportunities across the pharma pipeline

With Nicholas Kelley

11:45 - 11:55, Jan, 28Auditorium AAI & IndustryView detail

The Turing e-Atlas

With Layik Hama

11:45 - 12:00, Jan, 281BCAI & CitiesView detail

Fully unsupervised deep mode of action learning for phenotyping high-content cellular images

With Rens Janssens

11:45 - 12:00, Jan, 284BCAI & PharmaView detail
11:50

Daisy: Zero Touch Operation Networks

With Almerima J.-Kapic & Thomas Graf

11:50 - 12:15, Jan, 283BCAI & NetworksView detail

Panel Discussion

With Kristina Orehounig, Eniko Székely, Liam F. Beiser-McGrath, Olivier Corradi, Buffy Price & Felix Creutzig

11:50 - 12:30, Jan, 285ABCAI & Climate ChangeView detail
11:54

Data-driven trajectory management at airports

With Michael Schultz

11:54 - 12:12, Jan, 284AAI & AviationView detail
11:55

Evaluating Models for Launch

With Megan Ruthven

11:55 - 12:00, Jan, 28Auditorium AAI & IndustryView detail

Panel discussion with Q&A session

With Kathryn Hess Bellwald, Leland McInnes, Vitaliy Kurlin, Umberto Lupo, Bastian Rieck, Nicole Sanderson & Frédéric Chazal

11:55 - 12:20, Jan, 281AAI & TopologyView detail
12:00

Novartis benchmarking initiative: making sense of AI through the common task framework

With Mark Baillie

12:00 - 12:10, Jan, 284BCAI & PharmaView detail

Lunch

12:00 - 14:00, Jan, 28Garden LevelSide EventsView detail

Statistical physics for machine learning

With Lenka Zdeborová

12:00 - 12:20, Jan, 282BCAI & PhysicsView detail

Modelling clusters from ground up: a web data approach

With Emmanouil Tranos

12:00 - 12:15, Jan, 281BCAI & CitiesView detail

Real applications of machine learning in manufacturing

With Srikrishna Chaitanya Konduru

12:00 - 12:10, Jan, 28Auditorium AAI & IndustryView detail
12:10

Artificial Intelligence in clinical development

With Marco Prunotto

12:10 - 12:30, Jan, 284BCAI & PharmaView detail
12:12

Opportunities and Challenges when Building AI for Autonomous Flight

With David Haber

12:12 - 12:30, Jan, 284AAI & AviationView detail
12:15

Data and Cities: Experiences in Chicago and Roadmap to the Future

With Nick Lucius

12:15 - 12:30, Jan, 281BCAI & CitiesView detail
12:20

Closing remarks

With Umberto Lupo

12:20 - 12:30, Jan, 281AAI & TopologyView detail

WIMPs or else? Using Machine Learning for Dark Matter Detection

With Charanjit Kaur

12:20 - 12:35, Jan, 282BCAI & PhysicsView detail
12:30

Closing remarks

12:30 - 12:40, Jan, 284BCAI & PharmaView detail
13:30

How to enable Natural Language Understanding in many languages

With Roberto Navigli

13:30 - 14:00, Jan, 285ABCAI & NLPView detail

The fabulous endeavor: Make AIs robustly beneficial

With Lê Nguyên Hoang

13:30 - 13:50, Jan, 284BCAI & TrustView detail

Machine Learning-based Design of Proteins and Small Molecules

With Jennifer Listgarten

13:30 - 14:00, Jan, 281AAI & Molecular WorldView detail

Rocket, pocket and socket: Utilizing diverse data sources for smart and resilient cities

With Ran Goldblatt, Nicholas Jones, Marta Gonzalez & Nyalleng Moorosi

13:30 - 14:30, Jan, 281BCAI & CitiesView detail

Weaponised AI: what are the implications?

With Dustin Lewis, Helen Toner, Nadia Marsan & Neil Davison

13:30 - 15:00, Jan, 283AAI & Humanitarian ActionView detail

Introduction to the AMLD Challenges Track

With Sharada Mohanty

13:30 - 13:35, Jan, 284AChallenge TrackView detail

Panel discussion

With Gilles Louppe, Shirley Ho, Danilo Jimenez Rezende, Lenka Zdeborová & Maurizio Pierini

13:30 - 14:00, Jan, 282BCAI & PhysicsView detail

Networks are still a hard problem space for ML/AI + Q&A

With Dimitri Papadimitriou

13:30 - 14:25, Jan, 283BCAI & NetworksView detail

Welcome & introduction

With Barbara Koroušić Seljak, Tome Eftimov & Fabio Mainardi

13:30 - 13:40, Jan, 282AAI & NutritionView detail

Challenge Track

13:30 - 17:00, Jan, 284AView detail
13:35

Transfer Learning for International Crisis Response

With Wilhelmina Welsch, Navid Rekabsaz & Ewan Oglethorpe

13:35 - 14:05, Jan, 284AChallenge TrackView detail

The impact of Simulation on advances in Reinforcement Learning

With Danny Lange

13:35 - 13:55, Jan, 28Auditorium AAI & IndustryView detail
13:40

A Public ML Benchmark for Food Recognition

With Marcel Salathé

13:40 - 14:20, Jan, 282AAI & NutritionView detail
13:52

Poking holes in your vision models

With Irina Vidal Migallón

13:52 - 14:15, Jan, 284BCAI & TrustView detail
13:55

Machine Intelligence for urban resilience

With Luca Baldassarre & Alicia Montoya

13:55 - 14:10, Jan, 28Auditorium AAI & IndustryView detail
14:00

Conditional Generation of Molecules from Disentangled Representations

With Amina Mollaysa

14:00 - 14:15, Jan, 281AAI & Molecular WorldView detail

Generative Models and Symmetries

With Danilo Jimenez Rezende

14:00 - 14:30, Jan, 282BCAI & PhysicsView detail

Spotlight: Learning, optimizing, or handcrafting chatbot components

With Andrei Popescu-Belis

14:00 - 14:10, Jan, 285ABCAI & NLPView detail
14:05

TrajNet++ Challenge

With Parth Kothari

14:05 - 14:20, Jan, 284AChallenge TrackView detail
14:10

Spotlight: Battling spam – a war story

With Ela Avrahami

14:10 - 14:20, Jan, 285ABCAI & NLPView detail

AI for knowledge management at lawyer offices

With Frank Grognet

14:10 - 14:25, Jan, 28Auditorium AAI & IndustryView detail
14:15

Lateral Astroturfing Attacks on Twitter Trending Topics

With Tuğrulcan Elmas

14:15 - 14:35, Jan, 284BCAI & TrustView detail

An Autoencoder for 3D Geometries of Atomic Structures with Euclidean Neural Networks

With Tess E. Smidt

14:15 - 14:30, Jan, 281AAI & Molecular WorldView detail
14:20

Spotlight: Keeping Children Safe Online, A Dive into Social Media Post Analysis

With François Helg

14:20 - 14:30, Jan, 285ABCAI & NLPView detail

Towards personalized diet using linked data

With Aleksandra Kovachev

14:20 - 15:00, Jan, 282AAI & NutritionView detail

MARLO : MultiAgent Reinforcement Learning on MALMO

With Andrew Melnik

14:20 - 14:29, Jan, 284AChallenge TrackView detail
14:25

Optical train localization

With Albert Hofstetter

14:25 - 14:35, Jan, 28Auditorium AAI & IndustryView detail

Adversarial Network Benchmarking: A Data-Driven Approach

With Andreas Blenk

14:25 - 14:50, Jan, 283BCAI & NetworksView detail
14:29

Snake Species Identification Challenge

With Gokula Krishnan

14:29 - 14:35, Jan, 284AChallenge TrackView detail
14:30

Spotlight: DeepTone: acoustic conversation modelling on the edge

With Nicolas Perony

14:30 - 14:40, Jan, 285ABCAI & NLPView detail

Machine Learning in Physics and Beyond: experience at CERN openlab

With Sofia Vallecorsa

14:30 - 14:50, Jan, 282BCAI & PhysicsView detail

Physics-inspired Machine Learning for Materials Discovery

With Michele Ceriotti

14:30 - 15:00, Jan, 281AAI & Molecular WorldView detail

Automatic identification of eyewitness messages on Twitter during disasters

With Kiran Zahra

14:30 - 14:45, Jan, 281BCAI & CitiesView detail
14:35

How to successfully adopt AI within an enterprise?

With Marie Vollmar

14:35 - 14:45, Jan, 28Auditorium AAI & IndustryView detail

AWS DeepRacer : A Sim2Real Benchmark

With Sunil Mallya

14:35 - 15:05, Jan, 284AChallenge TrackView detail
14:37

Defending Against Targeted Attacks with Machine Learning

With Hugo Gascón

14:37 - 15:00, Jan, 284BCAI & TrustView detail
14:40

Spotlight: Towards a Fairness Score for Machine Learning Training Data

With Mascha Kurpicz-Briki

14:40 - 14:50, Jan, 285ABCAI & NLPView detail
14:45

AI: New gameplay for fragrance & taste creation

With Guillaume Godin & Philippe Glénat

14:45 - 14:55, Jan, 28Auditorium AAI & IndustryView detail

Trends of Machine Learning in Zanzibar, Tanzania subsequently Zanzibar Mapping Initiative

With Yussuf Said Yussuf

14:45 - 15:00, Jan, 281BCAI & CitiesView detail
14:50

Spotlight: WildNLP: An open-source framework for making sure your NLP models work in the wild.

With Dominika Basaj

14:50 - 15:00, Jan, 285ABCAI & NLPView detail

Deep learning driven model discovery in physics

With Remy Kusters

14:50 - 15:05, Jan, 282BCAI & PhysicsView detail
14:55

Break

14:55 - 15:25, Jan, 28Foyer CampusAI & IndustryView detail
15:00

Break

15:00 - 15:30, Jan, 28Foyer CampusAI & CitiesView detail

Break

15:00 - 15:30, Jan, 28Foyer CampusAI & Humanitarian ActionView detail

Break

15:00 - 15:30, Jan, 28Foyer CampusAI & NLPView detail

Break

15:00 - 15:30, Jan, 28Foyer CampusAI & TrustView detail

Spotlight: AI at Bloomberg

With Edgar Meij

15:00 - 15:02, Jan, 28AI & NLPView detail

Break

15:00 - 15:30, Jan, 28Foyer CampusAI & NutritionView detail

Break

15:00 - 15:30, Jan, 28Foyer CampusAI & Molecular WorldView detail

Break

15:00 - 15:30, Jan, 28Foyer CampusAI & NetworksView detail
15:05

Break

15:05 - 15:35, Jan, 284AChallenge TrackView detail

Break

15:05 - 15:30, Jan, 28Foyer CampusAI & PhysicsView detail
15:25

AI strategy for highly regulated industries

With Gloria Macia

15:25 - 15:40, Jan, 28Auditorium AAI & IndustryView detail
15:30

Probabilistic Inference in Simulators

With Atılım Güneş Baydin

15:30 - 15:50, Jan, 282BCAI & PhysicsView detail

Evolution of Representations in the Transformer

With Lena Voita

15:30 - 16:00, Jan, 285ABCAI & NLPView detail

Human-centred AI in practice

With John C. Havens, Netta Goussac, Subhashis Banerjee & Max Tegmark

15:30 - 17:00, Jan, 283AAI & Humanitarian ActionView detail

Explainable AI for Establishing Shared Expectations During Human-Robot Collaboration

With Bradley Hayes

15:30 - 15:52, Jan, 284BCAI & TrustView detail

Understanding African Cities through Remote Sensing

With Nyalleng Moorosi

15:30 - 15:45, Jan, 281BCAI & CitiesView detail

Learning from ML in 5G

With Vishnu Ram

15:30 - 15:55, Jan, 283BCAI & NetworksView detail

AlphaFold: Improved protein structure prediction using potentials from deep learning

With Andrew Senior

15:30 - 16:15, Jan, 281AAI & Molecular WorldView detail

Large-scale prediction of phenotypes from biological networks

With Marinka Zitnik

15:30 - 16:10, Jan, 282AAI & NutritionView detail
15:35

Flatland Challenge

With Jeremy Watson, Florian Laurent & Erik Nygren

15:35 - 16:20, Jan, 284AChallenge TrackView detail
15:40

Talk by Microsoft Research

With Christopher Bishop

15:40 - 15:50, Jan, 28Auditorium AAI & IndustryView detail
15:45

Deep Learning for feature extraction from point clouds

With Dmitry Kudinov

15:45 - 16:05, Jan, 281BCAI & CitiesView detail
15:50

AI for quality monitoring and control of highly dynamics processes

With Kilian Wasmer

15:50 - 16:05, Jan, 28Auditorium AAI & IndustryView detail

Deep learning from physics to financial services

With Jeremie Abiteboul

15:50 - 16:05, Jan, 282BCAI & PhysicsView detail
15:52

Algorithmic Bias - Which Values at Risk?

With Lea Strohm

15:52 - 16:15, Jan, 284BCAI & TrustView detail
15:55

Discussion - Dynamic, deep, and encrypted: How networking pushes for breakthroughs in AI

With Almerima J.-Kapic, Nicolas Dupuis, Vishnu Ram, Rebecca Steinert & Yoichi Matsuo

15:55 - 16:25, Jan, 283BCAI & NetworksView detail
16:00

Cross-linguality and machine translation without bilingual data

With Eneko Agirre

16:00 - 16:30, Jan, 285ABCAI & NLPView detail
16:05

A deep neural network for simultaneous estimation of b quark energy and resolution for the CMS experiment

With Nadezda Chernyavskaya

16:05 - 16:20, Jan, 282BCAI & PhysicsView detail

Automated Risk-aware Identity and Access Management via Recommendation System

With Mahdad Hosseini Kamal

16:05 - 16:20, Jan, 28Auditorium AAI & IndustryView detail

DetecTree: a Python library for tree detection from aerial imagery

With Martí Bosch

16:05 - 16:20, Jan, 281BCAI & CitiesView detail
16:10

Standardization of the data in food and nutrition

With Nives Ogrinc

16:10 - 16:50, Jan, 282AAI & NutritionView detail
16:15

Entrust Humans in the World of AI

With Paul Wang

16:15 - 16:37, Jan, 284BCAI & TrustView detail

Data Driven Discovery of Functional Molecular Co-Crystals

With Aikaterini Vriza

16:15 - 16:30, Jan, 281AAI & Molecular WorldView detail
16:20

Inventing the products and medicines of tomorrow with the help of AI

With Daniel Neil & Julian Nolan

16:20 - 17:00, Jan, 28Auditorium AAI & IndustryView detail

Predicting OSM Coverage by Means of Remote Sensing

With Ran Goldblatt

16:20 - 16:35, Jan, 281BCAI & CitiesView detail

Open Cities AI Challenge

With Nicholas Jones

16:20 - 16:40, Jan, 284AChallenge TrackView detail
16:25

Highlights of the day

With Imen Grida Ben Yahia, Laurent Ciavaglia & Nicola Rohrseitz

16:25 - 16:35, Jan, 283BCAI & NetworksView detail

Can we optimize the operation of CERN's Large Hadron Collider with Machine Learning techniques?

With Loic Coyle

16:25 - 16:40, Jan, 282BCAI & PhysicsView detail
16:30

Knitting together synthetic biology, machine learning and robotics

With Katya Putintseva

16:30 - 17:00, Jan, 281AAI & Molecular WorldView detail

Panel Discussion

With Robert West, Eneko Agirre, Lena Voita & Roberto Navigli

16:30 - 17:00, Jan, 285ABCAI & NLPView detail
16:35

Building Modeling Optimization using Machine Learning

With Camille Lechot

16:35 - 16:50, Jan, 281BCAI & CitiesView detail
16:37

Build internal stakeholders’ trust in AI based solutions

With Nataliya Capon

16:37 - 17:00, Jan, 284BCAI & TrustView detail
16:40

Unity ML-Agents 2020

With Danny Lange

16:40 - 16:50, Jan, 284AChallenge TrackView detail
16:50

Wrap-up

With Nicholas Jones, Shin Alexandre Koseki, Eun-Kyeong Kim & Konstantin Klemmer

16:50 - 17:00, Jan, 281BCAI & CitiesView detail

AIcrowd as a challenges platform

With Sharada Mohanty

16:50 - 16:55, Jan, 28Challenge TrackView detail

Q&A

16:50 - 17:00, Jan, 282AAI & NutritionView detail
16:55

Conclusion

With Sharada Mohanty & Marcel Salathé

16:55 - 17:00, Jan, 284AChallenge TrackView detail
18:00

AMLD Cooldown Drinks in Lausanne City

18:00 - 22:00, Jan, 28Rhino Féroce, Rue du Port-Franc 11, 1003 LausanneSide EventsView detail

#VDTech Aperitif in Lausanne City

18:00 - 20:00, Jan, 28Lausanne CitySide EventsView detail
09:00

Welcome and Introduction

With Jean-Pierre Danthine & David Autor

09:00 - 09:30, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail

EPFL Extension School Workshop - Machine Learning and Data Visualization

With Frederic Ouwehand, Xavier Adam, Michael Notter, Panagiota Xydi, Christian Luebbe, Bobby Stuijfzand, Enrico Chavez, Harry Anderson & Giulia Ruggeri

09:00 - 17:00, Jan, 29Auditorium AWorkshopView detail
09:30

Matching jobs and workers in a changing world

With Michèle Belot

09:30 - 09:45, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail
09:45

Robots in Europe: not so disruptive yet

With Enrique Fernández-Macías

09:45 - 10:00, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail
10:00

Psychological reactions to human versus robotic job replacement

With Armin Granulo

10:00 - 10:10, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail
10:10

Q&A

10:10 - 10:30, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail
10:30

Break

10:30 - 11:00, Jan, 29Foyer CampusWednesday Keynote SessionView detail
11:00

The Globotics Upheaval

With Richard Baldwin

11:00 - 11:20, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail
11:20

AI in recruitment: The merits and risks of exploiting social media to identify good candidates

With Franciska Krings

11:20 - 11:35, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail
11:35

Upskilling and AI: an obvious combination

With Christian Scharff

11:35 - 11:50, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail
11:50

“So far, so good”: surviving the fall from the Peak of Inflated Expectations

With Andrea Glorioso

11:50 - 12:05, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail
12:00

Lunch

12:00 - 14:00, Jan, 29Garden LevelSide EventsView detail
12:05

Q&A

12:05 - 12:30, Jan, 29Auditorium C (Cloud)Wednesday Keynote SessionView detail
13:30

Panel: Understanding societal and business concerns generated by the rapid development of AI technologies

With Sanja Fabrio, Stefan Ravizza, Ron Chrisley, Jesper Soederberg, Anna Jobin, Hugh Taylor & Charles Radclyffe

13:30 - 15:00, Jan, 293BCAI & GovernanceView detail

Artificial intelligence in government services across the globe

With Uma Rani

13:30 - 14:00, Jan, 293AAI & Social PolicyView detail

Automatic analysis of videotaped job applicants: Promises and limits

With Nele Dael & Marianne Schmid Mast

13:30 - 14:00, Jan, 294AAI & Human ResourcesView detail

Welcome & Introduction

With Marcel Salathé & Isabelle Chappuis

13:30 - 13:40, Jan, 29Auditorium C (Cloud)AI & SkillsView detail

AI and the future of work

With Ekkehard Ernst

13:30 - 14:00, Jan, 294BCAI & EmploymentView detail

Startup pitches session 1

13:30 - 14:00, Jan, 295ABCStartup PitchesView detail
13:40

The Organizational Value of Training Managers in Data Science Methods

With Kenneth Younge

13:40 - 13:45, Jan, 29Auditorium C (Cloud)AI & SkillsView detail
13:45

Upskilling in practice

With Christian Scharff

13:45 - 14:00, Jan, 29Auditorium C (Cloud)AI & SkillsView detail
14:00

Break

14:00 - 14:15, Jan, 29Foyer CampusStartup PitchesView detail

Automatic extraction of storytelling in job interviews

With Adrian Bangerter & Eric Mayor

14:00 - 14:30, Jan, 294AAI & Human ResourcesView detail

Education for Data-Driven Business

With Guillermo Barrenetxea

14:00 - 14:15, Jan, 29Auditorium C (Cloud)AI & SkillsView detail

Technology & Jobs

With Anna Salomons

14:00 - 14:30, Jan, 294BCAI & EmploymentView detail

The profiling system of the unemployment insurance in the Flanders

With Ludo Struyven

14:00 - 14:20, Jan, 293AAI & Social PolicyView detail
14:15

The Future NOW of Work: how AI is transforming the Perfume and Taste industry

With Mieke Van de Capelle

14:15 - 14:30, Jan, 29Auditorium C (Cloud)AI & SkillsView detail

Startup pitches session 2

14:15 - 14:45, Jan, 295ABCStartup PitchesView detail
14:20

Using machine learning to optimize geographic allocation and integration of refugees

With Dominik Hangartner

14:20 - 14:40, Jan, 293AAI & Social PolicyView detail
14:30

Facing Employers and Customers: Cues for Perceived Soft Skills

With Skanda Muralidhar

14:30 - 15:00, Jan, 294AAI & Human ResourcesView detail

Resilience in the Labor Market

With Alexandra Spitz-Oener

14:30 - 15:00, Jan, 294BCAI & EmploymentView detail

Discussion

14:30 - 15:00, Jan, 29Auditorium C (Cloud)AI & SkillsView detail
14:40

Break

14:40 - 15:45, Jan, 29Foyer CampusAI & Social PolicyView detail
14:45

Break

14:45 - 15:00, Jan, 29Foyer CampusStartup PitchesView detail
15:00

Break

15:00 - 15:20, Jan, 29Foyer CampusAI & GovernanceView detail

Break

15:00 - 15:30, Jan, 294BCAI & EmploymentView detail

Break

15:00 - 15:30, Jan, 29Foyer CampusAI & Human ResourcesView detail

Startup pitches session 3

15:00 - 15:30, Jan, 295ABCStartup PitchesView detail

Break

15:00 - 15:30, Jan, 29Foyer CampusAI & SkillsView detail
15:20

Panel - Exploring the role of regulatory policy & possible ways forward

With Ayisha Piotti, Thomas Schneider, Wayne Grixti, David Campos, Anna Wippel & Eva Thelisson

15:20 - 17:00, Jan, 293BCAI & GovernanceView detail
15:30

Conventional versus non-conventional methods for job interviews

With Emmanuelle Kleinlogel

15:30 - 16:00, Jan, 294AAI & Human ResourcesView detail

Talk by Isabelle Chappuis and Marcel Salathé - Title TBA

With Marcel Salathé & Isabelle Chappuis

15:30 - 15:45, Jan, 29Auditorium C (Cloud)AI & SkillsView detail

Break

15:30 - 15:45, Jan, 29Foyer CampusStartup PitchesView detail

Robotics and employment

With Christian Kemper

15:30 - 15:50, Jan, 294BCAI & EmploymentView detail
15:45

From "gut feeling" to "data-driven" decision making

With Mara Pasquali

15:45 - 16:00, Jan, 29Auditorium C (Cloud)AI & SkillsView detail

Startup pitches session 4

15:45 - 16:10, Jan, 295ABCStartup PitchesView detail

The Dutch 'System Risk Indication' (SyRI) - profiling citizens in a welfare state

With Ronald Huissen

15:45 - 16:05, Jan, 293AAI & Social PolicyView detail
15:50

Improving Job Search

With Helene Benghalem

15:50 - 16:00, Jan, 294BCAI & EmploymentView detail
16:00

Learner experience and professional benefits from Applied Data Science: Machine Learning program (EPFL Extensions School)

With Frédéric Baffou

16:00 - 16:15, Jan, 29Auditorium C (Cloud)AI & SkillsView detail

Yooture – Improving Recruiting Efficiency by Intelligent Matchmaking

With Camille Terrier, Kevin Zogg & Martin Scherrer

16:00 - 16:30, Jan, 294BCAI & EmploymentView detail

Supporting Job-seekers’ efficacy through self-reflection tools

With Mauro Cherubini

16:00 - 16:30, Jan, 294AAI & Human ResourcesView detail
16:05

Experiences with AI in the administration of public services in the United Kingdom

With Tom Symons

16:05 - 16:25, Jan, 293AAI & Social PolicyView detail
16:15

Education in the 21st century

With Pierre Vandergheynst

16:15 - 16:30, Jan, 29Auditorium C (Cloud)AI & SkillsView detail
16:30

Discussion

16:30 - 17:00, Jan, 29Auditorium C (Cloud)AI & SkillsView detail

Innovation in HR: applications of AI in recruitment and organizational development

With Philippe Labouchère

16:30 - 17:00, Jan, 294AAI & Human ResourcesView detail

Ready for Change!

With Boris Zürcher

16:30 - 17:00, Jan, 294BCAI & EmploymentView detail

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