Highlights

15:40
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Private synthetic data with GANs, autoencoders and minority oversampling

Ioannis KaloskampisAMLD EPFL 2020
1:34:00
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Panel discussion – Exploring the role and impact of AI in a policy context: Challenges and opportunities for decision-making

Bruno Lepri, Steve MacFeely, Emanuele Baldacci, Joanna BrysonAMLD EPFL 2020
21:44
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Human-centric AI challenges and opportunities

Sabrina KirraneAMLD EPFL 2020
12:17
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Applied Machine Intelligence in insurance

Paul Feng, Antoine Lagrange, Roland Schöbi, Nora LeonardiAMLD EPFL 2020
9:55
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Emulating the energy distribution in the Universe

Mischa KnabenhansAMLD EPFL 2020
11:52
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Supervised Machine Learning for Exoplanet Atmospheric Retrieval

Chloe FischerAMLD EPFL 2020
14:09
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Guidance And Control Networks: from perception to optimal action

Dario IzzoAMLD EPFL 2020
26:21
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Teaching Machine to analyze cosmological dataset from space

Shirley HoAMLD EPFL 2020
10:37
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Detecting Convective Clouds in Geostationary Satellite data with Convolutional Neural Networks

William ClemensAMLD EPFL 2020
16:01
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Low-shot learning for detection and mapping in Earth observation imagery

Frank de MorsierAMLD EPFL 2020
22:38
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Geospatial computer vision

Devis TuiaAMLD EPFL 2020
30:48
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Applying AI to Advancing Space

Marcus MärtensAMLD EPFL 2020
5:59
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Welcome and introduction

AMLD EPFL 2020
12:54
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Data-driven emulation of planetary-scale collisions

Miles TimpeAMLD EPFL 2020
19:25
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Topological adventures in machine learning

Kathryn Hess BellwaldAMLD EPFL 2020
19:20
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Geometric and Topological Data Analysis for Materials Discovery

Vitaliy KurlinAMLD EPFL 2020
9:54
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Closing remarks

Umberto LupoAMLD EPFL 2020
26:36
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Learning linear representation of persistence diagrams: some mathematical aspects and applications

Frédéric ChazalAMLD EPFL 2020
23:20
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Poking holes in your vision models

Irina Vidal MigallónAMLD EPFL 2020
23:36
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How AI can help to fight financial markets manipulation?

Paul Dudko, Paul WangAMLD EPFL 2021
31:35
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Physics-inspired Deep Machine Learning and Reinforcement Learning with an Application to Building Control Problems

Loris Di NataleAMLD EPFL 2022
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Data-Centric Machine Learning in Natural Hazards Engineering

Nenad BijelicAMLD EPFL 2022
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Insider Threats Detection at Airbus – AI up Against Data Leakage and Industrial Espionage

Matthieu SauvéAMLD EPFL 2022
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Subverting AI: Are we ready for a cyber pandemic?

Emre Emin, Can YildizliAMLD EPFL 2022

AMLD / Global partners