Applied Machine Learning Days

15:40

Private synthetic data with GANs, autoencoders and minority oversampling

Ioannis KaloskampisAMLD EPFL 2020

1:34:00

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

Joanna Bryson, Emanuele Baldacci, Steve MacFeely, Bruno LepriAMLD EPFL 2020

21:44

Human-centric AI challenges and opportunities

Sabrina KirraneAMLD EPFL 2020

12:17

Applied Machine Intelligence in insurance

Nora Leonardi, Roland Schöbi, Antoine Lagrange, Paul FengAMLD EPFL 2020

9:55

Emulating the energy distribution in the Universe

Mischa KnabenhansAMLD EPFL 2020

11:52

Supervised Machine Learning for Exoplanet Atmospheric Retrieval

Chloe FischerAMLD EPFL 2020

14:09

Guidance And Control Networks: from perception to optimal action

Dario IzzoAMLD EPFL 2020

26:21

Teaching Machine to analyze cosmological dataset from space

Shirley HoAMLD EPFL 2020

10:37

Detecting Convective Clouds in Geostationary Satellite data with Convolutional Neural Networks

William ClemensAMLD EPFL 2020

16:01

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

Frank de MorsierAMLD EPFL 2020

22:38

Geospatial computer vision

Devis TuiaAMLD EPFL 2020

30:48

Applying AI to Advancing Space

Marcus MärtensAMLD EPFL 2020

5:59

Welcome and introduction

AMLD EPFL 2020

12:54

Data-driven emulation of planetary-scale collisions

Miles TimpeAMLD EPFL 2020

19:25

Topological adventures in machine learning

Kathryn Hess BellwaldAMLD EPFL 2020

19:20

Geometric and Topological Data Analysis for Materials Discovery

Vitaliy KurlinAMLD EPFL 2020

9:54

Closing remarks

Umberto LupoAMLD EPFL 2020

26:36

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

Frédéric ChazalAMLD EPFL 2020

23:20

Poking holes in your vision models

Irina Vidal MigallónAMLD EPFL 2020

23:36

How AI can help to fight financial markets manipulation?

Paul Wang, Paul DudkoAMLD EPFL 2021

31:35

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

Loris Di NataleAMLD EPFL 2022

Data-Centric Machine Learning in Natural Hazards Engineering

Nenad BijelicAMLD EPFL 2022

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

Matthieu SauvéAMLD EPFL 2022

Subverting AI: Are we ready for a cyber pandemic?

Can Yildizli, Emre EminAMLD EPFL 2022

Highlights