Final Schedule

Monday September 17, 2018

All conferences will take place in Thévenin amphitheater

08h30 Welcome Coffee & Croissants (Hall Barrault)
09h00 Introduction by Yves Poilane, director of Télécom ParisTech (Amphi Thévenin)

Session 1

  • 09h15-10h15 —  Olivier Teytaud (Facebook AI Research)
    The Splendors and Miseries of AI: Overview and Challenges
  • 10h15-11h00  — Chloé Clavel (LTCI, Télécom ParisTech)
    Natural Language Processing for social computing : from opinion mining to human-agent interaction

11h00-11h30 — Coffee Break  (Hall Barrault)

  • 11h30-12h30 — Patrice Simard (Microsoft Research AI)
    Machine Learning: What’s next?

12h30-14h30 Lunch Break  (Hall Barrault)

Session 2

  • 14h30-15h30 — Julien Mairal (Inria)
    Invariance and Stability to Deformations of Deep Convolutional Representations
  • 15h30-16h15 — Maxime Sangnier (Sorbonne Université)
    What can a statistician expect from GANs?

16h15-16h45 Coffee Break (Hall Barrault)

  • 16h45 – 17h45 — Jérémie Mary (Criteo)
    Criteo AI Lab: from applied to fundamental AI

17h45-18h15 — Poster Session (Hall Barrault)

Tuesday September 18, 2018

All conferences will take place in Thévenin amphitheater

08h45 — Coffee & Croissants

Session 3

  • 09h15-10h15 — Marco Cuturi (CREST/ENSAE)
    Regularization for Optimal Transport and Dynamic Time Warping Distances
  • 10h15-11h00 — George Hebrail (EDF)
    Do we have to revisit electric power consumption data analytics in the era of deep learning?

11h00-11h30 — Coffee Break (Hall Barrault)

  • 11h30-12h30 — David Lopez-Paz (Facebook AI Research)
    Causal challenges in Artificial Intelligence

12h30-14h30 — Lunch Break

Session 4

  • 14h30-15h30 — Gregoire Montavon (TU Berlin)
    Machine Learning Models: Explaining their Decisions, and Validating the Explanations
  • 15h30-16h15 — Lisa Anne Hendricks (UC Berkeley)
    Generating Natural Language Explanations for Visual Decisions
  • 16h15 – 17h00   Stephan Clémençon, Florence d’Alché-Buc (LTCI, Télécom ParisTech)
    Panel Session with the Keynote Speakers

17h00-18h00 — Poster Session & Closing Cocktail (E200)