Applied Machine Learning Days

23:30

Simulating the Universe with Machine Learning

Shirley HoAMLD EPFL 2020

4:30

Welcome & introduction

Fabio Mainardi, Barbara Koroušić Seljak, Tome EftimovAMLD EPFL 2020

19:49

Data ex Machina: Machine Learning with Public Collider Data

Eric MetodievAMLD EPFL 2020

12:48

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

Gwendolin WilkeAMLD EPFL 2020

15:30

Mapping medical vocabulary terms with word embeddings

Pekka TiikkainenAMLD EPFL 2020

8:50

Quantifying the Carbon Footprint of Mobility from Telcom Data

Mohamed KafsiAMLD EPFL 2020

15:51

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

Eva Thelisson, Anna Wippel, David Campos, Wayne Grixti, Thomas Schneider, Ayisha PiottiAMLD EPFL 2020

16:33

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

Lishuai LiAMLD EPFL 2020

44:08

AlphaFold: Improved protein structure prediction using potentials from deep learning

Andrew SeniorAMLD EPFL 2020

17:19

Robots in Europe: not so disruptive yet

Enrique Fernández-MacíasAMLD EPFL 2020

10:48

Psychological reactions to human versus robotic job replacement

Armin GranuloAMLD EPFL 2020

22:17

The Globotics Upheaval

Richard BaldwinAMLD EPFL 2020

18:02

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

Franciska KringsAMLD EPFL 2020

23:42

Upskilling and AI: an obvious combination

Christian ScharffAMLD EPFL 2020

11:56

Machine learning for systematically mapping the climate change literature

Max CallaghanAMLD EPFL 2020

20:32

The impact of Simulation on advances in Reinforcement Learning

Danny LangeAMLD EPFL 2020

14:15

AI and Industry Startups

Patrick BarbeyAMLD EPFL 2020

21:40

Wrap up and closing

Simon SchafheitleAMLD EPFL 2020

50:23

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

Cordelia SchmidAMLD EPFL 2020

13:11

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

Jonas RichiardiAMLD EPFL 2020

11:21

Optical train localization

Albert HofstetterAMLD EPFL 2020

24:07

Estimation of marginal carbon emissions in electricity networks using electricityMap

Olivier CorradiAMLD EPFL 2020

21:38

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

Martin H. KristensenAMLD EPFL 2020

17:08

Matching jobs and workers in a changing world

Michèle BelotAMLD EPFL 2020

Highlights