Mixture models : Theory and applications

from Thursday, 21 June 2018 (09:15) to Friday, 22 June 2018 (17:00)
Paris (Amphi Risler (jeudi), Amphi Tisserand (vendredi))

        : Sessions
    /     : Talks
        : Breaks
21 Jun 2018
22 Jun 2018
AM
09:15 --- Welcome ---
09:30
Theory around mixtures (until 12:30) (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
09:30 Optimal Kullback-Leibler Aggregation in Mixture Density Estimation by Maximum Likelihood - Prof. Arnak Dalalyan (ENSAE / CREST)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
10:00 Weakly informative reparameterisations for location-scale mixtures - Dr Kaniav Kamary (Universite Paris-Dauphine / CEREMADE / INRIA, Saclay)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
10:30 --- Coffee Break ---
11:00 Vitesses d'estimation des paramètres d'un mélange fini - Dr Jonas Kahn (CNRS/IMT)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
11:30 Estimation dans un modèle de contamination par méthode L2 - Prof. Sébastien Gadat (TSE)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
12:00 Multidimensional two components Gaussian mixture detection - Prof. Béatrice Laurent (IMT/INSA)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
09:30
Biological and medical applications (until 12:30) (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
09:30 The Latent Block Model: a useful model for high dimensional data - Dr Christine Keribin (Université Paris Sud)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
10:00 C-mix: a high dimensional mixture model for censored durations, with applications to genetic data - Prof. Agathe Guilloux (Université d'Évry Val d'Essonne)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
10:30 --- Coffee break ---
11:00 Model-based clustering for cytometry - Dr Jean-Patrick Baudry (LSTA)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
11:30 Clustering of co-expressed genes - Dr Cathy Maugis-Rabusseau (IMT / INSA Toulouse)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
PM
12:30 --- Lunch ---
14:00
Mixture modelling and applications (until 17:30) (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
14:00 Variable selection for latent class analysis with application to low back pain diagnosis - Prof. Brendan Murphy (University College Dublin)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
15:00 The stochastic topic block model - Dr Pierre Latouche (Université Paris 1)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
15:30 --- Coffee Break ---
16:00 How to use Gaussian mixture models on patches for solving image inverse problems - Mr Antoine Houdard (Télécom ParisTech / MAP5)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
16:30 Issues, Challenges and Models for Document Clustering - Prof. Mohamed Nadif (LIPADE / University of Paris Descartes)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
12:30 --- Lunch ---
14:00
Softwares (until 17:00) (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
14:00 MASSICCC: A SaaS Platform for Clustering Mixed Data - Prof. Christophe Biernacki (Université Lille 1/INRIA)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
14:45 "Blockcluster" and "simerge" : Two R packages for Latent Block Models and Latent Block Models with co-variables implemented in C++ - Dr Serge Iovleff (CNRS / Laboratoire Paul Painlevé)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
15:15 --- Coffee Break ---
15:45 Packages R pour la réduction de dimension en clustering - Dr Mohamed Sedki (Université Paris-Sud)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))
16:15 Co-expression analyses of RNA-seq data in practice with the R/Bioconductor package coseq - Dr Andréa Rau (INRA Jouy-en-Josas)   (Amphi Risler (jeudi), Amphi Tisserand (vendredi))