Statistics/Learning at Paris-Saclay (3rd Edition)

vendredi 19 janv. 2018, 09:00 → 17:20 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 theoretical topics in machine learning, statistics and probability theory will be presented as well as applications to social and ecological networks and brain mapping.

Registration is free and open until Friday 12th.

Organised by : Pierre Alquier et Guillaume Charpiat
with support from : GT Deep Net & GT Pasadena

Invited speakers :

Romain Couillet (Centrale-Supéléc)
Marco Cuturi (ENSAE ParisTech)
Sophie Donnet (INRA)
Anna Korba (Telecom ParisTech)
James Ridgway (Agro ParisTech)
Bertrand Thirion (INRIA)

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

This workshop is funded by Labex DigiCosme (project ANR-11-LABEX-0045-DIGICOSME) operated by ANR as part of the program ``Investissement d'Avenir'' Idex Paris-Saclay (ANR-11-IDEX-0003-02).

 

Abstracts abstracts.pdf

Logos logos.jpg logos_shift.jpg

Poster Poster_statistique.pdf

Transparents

• Anna_Korba_IHES18.pdf
• datascien_2018_bthirion.pdf
• donnet_IHES.pdf
• IHES_RCouillet.pdf
• James_Ridgway_vb_tempered.pdf
• Marco_Cuturi.pdf

09:00 → 17:20 Fri 19/01

09:00 Café d'accueil

10:00 A random matrix approach to bigdata machine learning

Orateur: Romain Couillet (Centrale-Supéléc)

Transparents IHES_RCouillet.pdf

10:50 Pause Café

11:20 Introduction aux modèles à blocs stochastiques pour la modélisation de réseaux sociaux et écologiques

Orateur: Sophie Donnet (INRA)

Transparents donnet_IHES.pdf

12:10 Generative Models and Optimal Transport

Orateur: Marco Cuturi (ENSAE ParisTech)

Transparents Marco_Cuturi.pdf

13:00 Déjeuner Buffet

14:20 Concentration of tempered posteriors and of their variational approximations

Orateur: James Ridgway (Agro ParisTech)

Transparents James_Ridgway_vb_tempered.pdf

15:10 Toward a rigorous statistical framework for functional brain mapping

Orateur: Bertrand Thirion (INRIA)

Transparents datascien_2018_bthirion.pdf

16:00 Pause Café

16:30 Ranking median regression: Learning to order through local consensus

Orateur: Anna Korba (Telecom ParisTech)

Transparents Anna_Korba_IHES18.pdf