Applied Machine Learning Days

33:36

Learning from ML in 5G

Vishnu RamAMLD EPFL 2020

30:25

Self-driving networks: Breaking new ground in network automation

Laurent VanbeverAMLD EPFL 2020

58:33

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

Dimitri PapadimitriouAMLD EPFL 2020

8:14

Spotlight: Learning, optimizing, or handcrafting chatbot components

Andrei Popescu-BelisAMLD EPFL 2020

8:26

Spotlight: Battling spam – a war story

Ela AvrahamiAMLD EPFL 2020

9:49

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

François HelgAMLD EPFL 2020

12:58

Spotlight: DeepTone: acoustic conversation modelling on the edge

Nicolas PeronyAMLD EPFL 2020

7:43

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

Dominika BasajAMLD EPFL 2020

8:34

Spotlight: Towards a Fairness Score for Machine Learning Training Data

Mascha Kurpicz-BrikiAMLD EPFL 2020

11:09

Spotlight: AI at Bloomberg

Edgar MeijAMLD EPFL 2020

31:22

Evolution of Representations in the Transformer

Lena VoitaAMLD EPFL 2020

30:42

Cross-linguality and machine translation without bilingual data

Eneko AgirreAMLD EPFL 2020

28:09

Panel Discussion

Roberto Navigli, Lena Voita, Eneko Agirre, Robert WestAMLD EPFL 2020

44:27

Large-scale prediction of phenotypes from biological networks

Marinka ZitnikAMLD EPFL 2020

4:30

Welcome & introduction

Fabio Mainardi, Tome Eftimov, Barbara Koroušić SeljakAMLD EPFL 2020

56:14

AI for good (and not for bad! :-)

Max TegmarkAMLD EPFL 2020

20:32

The impact of Simulation on advances in Reinforcement Learning

Danny LangeAMLD EPFL 2020

44:08

AlphaFold: Improved protein structure prediction using potentials from deep learning

Andrew SeniorAMLD EPFL 2020

13:39

Startup Spotlight

Patrick BarbeyAMLD EPFL 2020

25:10

Machine Learning at Exa-scale: Opportunities for Life Sciences

Christopher Bishop, Shahram EbadollahiAMLD EPFL 2020

30:16

Welcome and Introduction

David Autor, Jean-Pierre DanthineAMLD EPFL 2020

10:03

Welcome to EPFL

Martin VetterliAMLD EPFL 2020

17:08

Matching jobs and workers in a changing world

Michèle BelotAMLD EPFL 2020

17:19

Robots in Europe: not so disruptive yet

Enrique Fernández-MacíasAMLD EPFL 2020

Highlights