Statistics/Learning at Paris-Saclay

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 sequential learning, aggregation of estimators, Hidden Markov models, network inference and optimization for machine learning.

Organised by : Sylvain ARLOT

Invited speakers :

Pierre Alquier (ENSAE)
Stéphane Gaiffas (Ecole Polytechnique)
Claire Lacour (Université Paris-Sud)
Odalric-Ambrym Maillard (INRIA – Université Paris-Sud)
Yann Ollivier (CNRS – Université Paris-Sud)
Joseph Salmon (LTCI, CNRS, Télécom ParisTech)

 

 

Computational and statistical trade-offs in learning

COMPUTATIONAL AND STATISTICAL TRADE-OFFS IN LEARNING

Organized by: Sylvain Arlot (Université Paris-Sud, Paris-Saclay), Francis Bach (INRIA Paris), Alain Celisse (Université de Lille 1)

This workshop focuses on the computational and statistical trade-offs arising in various domains (optimization, statistical/machine learning).
This is a challenging question since it amounts to optimize the performance under limited computational resources, which is crucial in the large-scale data context.
One main goal is to identify important ideas independently developed in some communities that could benefit the others.

Speakers :

Pierre Alquier (ENSAE, Paris-Saclay)
Alexandre d'Aspremont (D.I., CNRS/ENS Paris)
Quentin Berthet (DPMMS, Cambridge Univ., UK)
Alain Celisse (Université de Lille 1)
Rémi Gribonval (INRIA, Rennes)
Emilie Kaufmann (CNRS, Lille)
Vianney Perchet (CREST, ENSAE Paris-Saclay)
Garvesh Raskutti (Wisconsin Institute for Discovery, Madison, USA)
Ohad Shamir (Weizmann Institute, Rehovot, Israel)
Silvia Villa (Istituto Italiano di Tecnologia, Genova & MIT, Cambridge, USA)

 

Huawei-IHES Workshop on Mathematical Theories for Information and Communication Technologies

As part of the IHES-Huawei partnership, this one-day workshop is organised by the Huawei's Mathematical and Algorithmic Sciences Lab jointly with IHÉS and aims at creating scientific exchanges around mathematical topics that are essential for the development and innovation of the ICT.

 

Arithmetic and Algebraic Geometry: A conference in honor of Ofer Gabber on the occasion of his 60th birthday

Arithmetic and Algebraic Geometry:

A conference in honor of Ofer Gabber on the occasion of his 60th birthday

List of speakers includes:

     Y. André (CNRS & IMJ-PRG),
     A. Beilinson (University of Chicago),
     B. Bhatt (University of Michigan),
     B. Conrad (Stanford),
     G. Faltings (MPIM),
     D. Gaitsgory (Harvard),
     K. Kato (University of Chicago),
     N. Katz (Princeton),
     M. Kisin (Harvard),
     G. Laumon (Université Paris-Sud),
     G. Lusztig (MIT),
     M. Olsson (UC Berkeley),
     F. Orgogozo (CNRS & École polytechnique),
     L. Ramero (Université de Lille I),
     T. Saito (University of Tokyo),
     P. Scholze (Universität Bonn),
     A. Shiho (University of Tokyo),
     Y. Varshavsky (Hebrew University of Jerusalem),
     A. Vasiu (Binghamton University),
     G. Williamson (University of Sydney),
     W. Zheng (Morningside Center of Mathematics)

Organising Committee:

     A. Abbes (CNRS & IHÉS),
     S. Bloch (University of Chicago),
     L. Illusie (Université Paris-Sud),
     B. Mazur (Harvard)

Organized in partnership with 

Rencontre autour des Publications Mathématiques de l’IHÉS

Rencontre autour des Publications Mathématiques de l'IHÉS
­Tuesday 22 January 2013­
IHÉS, Marilyn and James Simons Conference Center

 

­Organised by : ­
­Claire Voisin (CNRS-IMJ, Paris)
­Editor-in-chief of Les Publications Mathématiques de l'IHÉS

 

­ ­ ­

PROGRAMME­

11:00 – 12:00

­A­nton Zorich (Paris 7)
"Sum of Lyapunov exponents of the Hodge bundle with respect to the Teichmüller geodesic flow" (joint work with A. Eskin and M. Kontsevich)

12:00 – 14:00
Buffet lunch

2:00 – 3:00
Irina Kourkova (UPMC)
"On the functions counting walks with small steps in the quater plane''

3:00 – 3:30
Coffee break

3:40 – 4:40
Emmanuel Breuillard (Paris-Sud)
­ "La structure des groupes approximatifs et le cinquième problème de Hilbert"­

­­ ­ ­ ­

ABSTRACTS

Emmanuel Breuillard (Paris-Sud)
­ "La structure des groupes approximatifs et le cinquième problème de Hilbert"­

 

Nous montrons un théorème de structure des sous-groupes approximatifs d'un groupe abstrait G, i.e. des grandes parties fin­ies A de G vérifiant une condition de doublement (AA est recouvert par un nombre borné de
translatés de A). En bref les sous-groupes approximatifs sont « presque nilpotents''. Ce théorème s'apparente à la fois au théorème de structure des groupes localement compacts (cinquième problème de Hilbert: Gleason, Yamabe, Montgomery-Zippin) et au théorème de Gromov sur les groupes à croissance polynomiale. Les théoriciens des modèles (Hirschfeld, Goldbring-van-den-Dries) ont jeté un éclairage nouveau sur la preuve du cinquième problème de Hilbert et mis en évidence le lien avec les groupes approximatifs (Hrushovski) rendant possible l'adaptation des techniques de Gleason et Yamabe dans le cadre des groupes approximatifs. Travail en commun avec B. Green et T. Tao. ­

­

Irina Kourkova (UPMC)
"On the functions counting walks with small steps in the quater plane'' ­

 

On considère le nombre de chemins $q_S((i,j),n)$ dans le quart de plan $({bf Z}_+)^2$ partant du point $(0,0)$, arrivant au point $(i,j)$ en $n$ pas dont les déplacements appartiennent à un sous-ensemble fixé $S subset {-1,0,1}^2/setminus {(0,0)}$. Il existe $2^8$ choix pour $S$ et donc $2^8$ modèles à étudier. Pour tous ces modèles nous explicitons la fonction génératrice $Q_S(x,y,z)=sum_{(i,j)in ({bf Z_+})^2, ngeq 0} q_S((i,j),n)x^iy^jz^n$ de manière unifiée et étudions ensuite sa nature en fonction de l'ensemble $S$: rationnelle, algébrique, holonome ou non-holonome. Le travail est commun avec ­Kilian Raschel. (see the­ pdf)­­ ­

­

A­nton Zorich (Paris 7)
"Sum of Lyapunov exponents of the Hodge bundle with respect to the Teichmüller geodesic flow" (joint work with A. Eskin and M. Kontsevich)

 
Various properties of dynamical systems on Riemann surfaces, of billiards in polygons, of measured foliations can be described in the language of the associated flat metric with conical singularities and with trivial holonomy. Such metric naturally defines a complex structure and a holomorphic 1-form on the Riemann surface. I will try to sho­w how sophisticated geometric properties of the individual flat surface are related to simpler properties of t­he complex Teichmuller geodesic (or, more precisely, of its closure) in the moduli space of Abelian differentials.­ ­

Fête Parisienne in Computation, Inference and Optimization: ­­A Young Researchers’ Forum­

Conference in honor of Jean-Pierre Bourguignon

Dialogues autour de l’algèbre, la géométrie et les fonctions multizêtas

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, non parametric estimation for random walks in random environment and online learning.

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)

 

Algebraic Analysis in honor of Masaki Kashiwara’s 70th birthday

MASAKI KASHIWARA and ALGEBRAIC ANALYSIS

The story starts in the sixties, when Mikio Sato introduces hyperfunctions by algebraic methods with the dream to treat classical problems of analysis with the tools of algebraic geometry, homological algebra and sheaves, what he called "Algebraic Analysis".

Read more on Giuseppe Dito's web page

 

List of speakers:

    Anton ALEKSEEV (Université de Genève)
    Philip BOALCH (Université Paris-Sud)
    Anna CADORET (Ecole Polytechnique)
    Giovanni FELDER (ETH Zürich)
    Julien GRIVAUX (Aix-Marseille Université, IHES)
    Stéphane GUILLERMOU (Université Grenoble Alpes)
    Mikhail KAPRANOV (IPMU, The University of Tokyo)
    Masaki KASHIWARA (RIMS, Kyoto University)
    Maxim KONTSEVICH (IHES)
    François LOESER (Université Paris 6)
    Takuro MOCHIZUKI (RIMS, Kyoto University)
    Motohico MULASE (UC Davis)
    Hiraku NAKAJIMA (RIMS, Kyoto University)
    Marco ROBALO (Université Paris 6)
    Raphaël ROUQUIER (UCLA)
    Takeshi SAITO (The University of Tokyo)
    David TREUMANN (Boston College)
    Michèle VERGNE (Université Paris 7)
    Gabriele VEZZOSI (Università di Firenze)
    Tony Yue YU (Université Paris-Sud)

Organising Committee:

     Giuseppe Dito  (Université de Bourgogne)
     Maxim Kontsevich  (IHES)
     Pierre Schapira  (Université Paris 6)

 

Algebra, Geometry and Physics: a conference in honour of Maxim Kontsevich

Holder of the AXA-IHÉS Chair of Mathematics

Certainly, geometry in the 21st century with physical application, will involve the study of new kinds of objects with categorical structures playing a primordial role.
Maxim Kontsevich has been a force of nature in creating these new categorical structures in the last 20 years.
The goal of this conference is to celebrate his contributions to Mathematics and Physics.
This meeting­ will contribute to disseminate results on­ a variety of subjects and will ­serve a perfect opportunity for young scientists to get involved in top research. ­

Invited speakers

Mohammed ABOUZAID (Columbia Univ., New York USA)
Denis AUROUX (U.C. Berkeley, USA)
Tom BRIDGELAND (Univ. of Sheffield, UK)
Alain CONNES (IHÉS-Collège de France, Paris, France)
Kevin COSTELLO (Northwestern Univ., Evanston, USA)
Emanuel DIACONESCU (Univ. of Alberta, Canada)
Simon DONALDSON (Simons Center for Geometry and Physics, Stony Brook, USA)
Alexander EFIMOV (Steklov Mathematical Institute, RAS, Moscow, Russia)
Yakov ELIASHBERG (Stanford Univ., USA)
Kenji FUKAYA (Simons Center for Geometry and Physics, Stony Brook, USA)
Alexander GONCHAROV (Yale Univ., New Haven, USA)
Sergei GUKOV (Caltech, Pasadena, USA)
Mikhail KAPRANOV (Kavli Institute for the Physics and Mathematics of the Universe (WPI), Tokyo)
Anton KAPUSTIN­  (Caltech, Pasadena, USA)
François LOESER (Univ. Pierre-et-Marie-Curie and IHÉS, France)
Yuri MANIN (MPIM ­Bonn, Germany)
Nikita NEKRASOV (Simons Center for Geometry and Physics, Stony Brook, USA)
Tony PANTEV (Univ. of Pennsylvania, Philadelphia, USA)
Graeme SEGAL (Univ. of Oxford, UK)
Paul SEIDEL  (MIT, Cambridge, USA)
Carlos SIMPSON (CNRS-Univ. de Nice, France)
Yan SOIBELMAN (Kansas State Univ., Manhattan, USA)
Richard THOMAS (Imperial College London, UK)
Bertrand TOËN (CNRS-Univ. de Montpellier 2, France)
Yuri TSCHINKEL (Courant Institute & Simons Foundation, New York, ­USA)
Claire VOISIN (CNRS-École Polytechnique, Palaiseau, France)
Thomas WILLWACHER (ETH Zürich, Switzerland)
Shing-Tung YAU (Chinese Univ. of  Hong Kong,  China and Harvard Univ., USA)
Don ZAGIER (Collège de France, Paris and MPIM Bonn, Germany)
Anton ZORICH (Univ. Paris-Diderot, France)

 

With the support of the Clay Mathematics Institute and the FMJH

      

Schlumberger workshop on Topics in Applied Probability

­
Schlumberger workshop on Topics in Applied Probability
Centre de conférenc­es Marilyn et James Simons
28 mars 2014­­­
­Organisateurs : Josselin Garnier, George Papanicolaou
Conférenciers invités :

­­ Yves Achdou­ (Université Paris VII)
­ Nicolas Champagnat (Université de Lorraine)
François Delarue ­(Université de Nice Sophia-Antipolis)
Sylvie Méléard (Ecole Polytechnique)
Huyên Pham (Université Paris VII)­
Gilles Wainrib ­(Université Paris XIII­)

Journée Statistique / Apprentissage à Paris Saclay

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, optimization, deep learning, statistics and probability theory will be presented as well as applications to astrophysics and biology.

Registration is free and open from November 8, 2018 to January 20, 2019.

Organised by : Pierre Alquier (ENSAE) et Alexandre Gramfort (INRIA)

Invited speakers :

Jérôme BOBIN (CEA LCS)
Robert GOWER (Telecom ParisTech)
Flora JAY (CNRS, LRI)
Edouard OYALLON (CentraleSupélec / INRIA)
Thanh Mai PHAM NGOC (LMO – Université Paris Sud)
Erwan SCORNET (CMAP, École Polytechnique)