Statistics/Learning at Paris-Saclay (2nd edition)

Europe/Paris
Centre de Conférences Marilyn et James Simons (Le Bois-Marie)

Centre de Conférences Marilyn et James Simons

Le Bois-Marie

35, route de Chartres 91440 Bures-sur-Yvette
Description

The aim of this workshop is to bring together mathematicians and computer scientists around some talks on recent results in statistics and machine learning. Various topics will be presented, among which network reconstruction, natural language processing, extreme events, topological data analysis, online learning and non parametric estimation for random walks in random environment.

Organised by : Sylvain ARLOT and Guillaume CHARPIAT


Invited speakers :

Alexandre Allauzen (Université Paris-Sud, LIMSI)
Frédéric Chazal (INRIA Saclay)
Isabelle Guyon (Université Paris-Sud, LRI)
Matthieu Lerasle (CNRS, LMO)
Vianney Perchet (CMLA)
Anne Sabourin (Télécom ParisTech)

 

The presentations will be in French, with slides (and potentially questions) in English.

logos

 

Cette conférence a bénéficié d’un financement public Investissement d’avenir, référence ANR-11-LABX-0056-LMH, LabEx LMH (programme math-STIC).

 

Abstracts
Poster
Participants
    • 09:00 10:00
      Café d'accueil 1h
    • 09:00 17:30
      apprentissage
    • 10:00 10:50
      Network Reconstruction: the Contribution of Challenges in Machine Learning 50m
      Orateur: Isabelle Guyon
      Transparents
    • 10:50 11:20
      Pause Café 30m
    • 11:20 12:10
      Learning from MOM's principles 50m
      Orateur: Matthieu Lerasle
      Transparents
    • 12:10 13:00
      Persistent homology for data: stability properties and statistical aspects 50m
      Orateur: Frédéric Chazal
      Transparents
    • 13:00 14:20
      Déjeuner 1h 20m
    • 14:20 14:30
      Présentation du CDS Paris-Saclay 10m
      Orateur: Balazs Kegl
    • 14:30 15:20
      Feature clustering for extreme events analysis, with application to extreme stream-flow data 50m
      Orateur: Anne Sabourin
      Transparents
    • 15:20 16:10
      Neural Networks for Natural Language Processing 50m
      Orateur: Alexandre Allauzen
      Transparents
    • 16:10 16:40
      Pause café 30m
    • 16:40 17:30
      New perspectives for multi-armed bandits and their applications 50m
      Orateur: Vianney Perchet
      Transparents