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 BachDistributed Machine Learning over Networks

Posters Spotlight 1

11:00     Coffee break

11:30     Isabelle BlochKnowledge representation and model-based image understanding

12:30     Lunch break – Buffet

Session 2: Artificial Intelligence, Privacy & Ethics

14:00     Pablo PiantanidaLearning Anonymized Representations with Mutual Information

14:45     Aurélien BelletPrivacy-Preserving Algorithms for Decentralized Collaborative Machine Learning

Posters Spotlight 2

15:45     Coffee break

16:15     Grégory BonnetEthics 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 OudeyerDevelopmental Autonomous Learning: AI, Cognitive Sciences and Educational Technology

10:00     Marc DeisenrothTackling the Data-Efficiency Challenge in Autonomous Robots Using Probabilistic Modeling

Posters Spotlight 4

11:00     Coffee break

11:30     Lisheng SunMeta-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 WuGraph-to-Sequence Learning in Natural Language Processing

15:00     Olivier PietquinDeep reinforcement learning with demonstrations

16:00     Coffee break

Session 5: Physics and Artificial Intelligence

16:15     Lenka ZdeborovWhen statistical physics meets machine learning

17:15     Closing remarks