Monday, 7 october
09:00 Welcome coffee
09:30 Welcome speech
- Yves Poilane, Director of Télécom Paris
- Chloé Clavel, Professor at Télécom Paris, Program Chair of the MLAI Workshop
Session 1: Methodological Approaches of Machine Learning
10:00 Francis Bach – Distributed Machine Learning over Networks
Posters Spotlight 1
11:00 Coffee break
11:30 Isabelle Bloch – Knowledge representation and model-based image understanding
12:30 Lunch break – Buffet
Session 2: Artificial Intelligence, Privacy & Ethics
14:00 Pablo Piantanida – Learning Anonymized Representations with Mutual Information
14:45 Aurélien Bellet – Privacy-Preserving Algorithms for Decentralized Collaborative Machine Learning
Posters Spotlight 2
15:45 Coffee break
16:15 Grégory Bonnet – Ethics and autonomous agents
Posters Spotlight 3
17:30 Cocktail
Tuesday, 8 october
08:30 Welcome coffee
Session 3: Machine Learning, Human Learning and Robotics
09:00 Pierre-Yves Oudeyer – Developmental Autonomous Learning: AI, Cognitive Sciences and Educational Technology
10:00 Marc Deisenroth – Tackling the Data-Efficiency Challenge in Autonomous Robots Using Probabilistic Modeling
Posters Spotlight 4
11:00 Coffee break
11:30 Lisheng Sun – Meta-learning as a Markov Decision Process
12:15 Lunch break – Free time (selected restaurants)
Session 4: Machine Learning, Natural Language Processing and Dialogue
14:00 Lingfei Wu – Graph-to-Sequence Learning in Natural Language Processing
15:00 Olivier Pietquin – Deep reinforcement learning with demonstrations
16:00 Coffee break
Session 5: Physics and Artificial Intelligence
16:15 Lenka Zdeborov – When statistical physics meets machine learning
17:15 Closing remarks