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

jeudi 19 janv. 2017, 09:00 → 17:50 Europe/Paris

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

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.

 

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

 

Abstracts abstracts.pdf

Poster poster_arlot2017.pdf

09:00 Café d'accueil

apprentissage

1 Network Reconstruction: the Contribution of Challenges in Machine Learning

Orateur: Isabelle Guyon

Transparents guyon__170119ihes.pptx

10:50 Pause Café

2 Learning from MOM's principles

Orateur: Matthieu Lerasle

Transparents lerasle_170119ihes.pdf

3 Persistent homology for data: stability properties and statistical aspects

Orateur: Frédéric Chazal

Transparents chazal_170119ihes.pdf

13:00 Déjeuner

4 Présentation du CDS Paris-Saclay

Orateur: Balazs Kegl

5 Feature clustering for extreme events analysis, with application to extreme stream-flow data

Orateur: Anne Sabourin

Transparents sabourin__170119ihes.pdf

6 Neural Networks for Natural Language Processing

Orateur: Alexandre Allauzen

Transparents allauzen_170119ihes.pdf

16:10 Pause café

7 New perspectives for multi-armed bandits and their applications

Orateur: Vianney Perchet

Transparents perchet_170119ihes.pdf