Monday, June 18, 2018
| Time | Event | |
| 11:00 - 13:00 | Welcome reception - Welcoming participants |
|
| 13:00 - 14:00 | Lunch | |
| 14:00 - 15:30 | Optimization for ML (I) - Pr. Stéphane Canu |
|
| 15:30 - 16:00 | Coffee break | |
| 16:00 - 17:30 | Mixed Integer Optimization for unsupervised learning. Applications to clustering and Image segmentation (II) - Pr. Stéphane Canu |
|
| 17:45 - 20:00 | Visit of Caen - Guided visit to the city of Caen, le château, Abbayes | |
| 20:30 - 22:00 | Dinner (at La Planche'a 13 Rue Prairies Saint-Gilles, 14000 Caen) |
Tuesday, June 19, 2018
| Time | Event | |
| 08:30 - 10:00 | Probabilistic modeling for machine learning (I) - Pr. Peter Tino |
|
| 10:00 - 10:30 | Coffee break | |
| 10:30 - 12:00 | Probabilistic modeling for machine learning (II) - Pr. Peter Tino |
|
| 12:15 - 13:30 | Lunch | |
| 13:30 - 15:00 | Model-based clustering and co-clustering in high-dimensional scenarios (I) - Pr. Christophe Biernacki |
|
| 15:00 - 15:25 | Oral presentation - Faïcel Chamroukhi | |
| 15:00 - 15:20 | › Variable selection and estimation in the functional multivariate linear regression model - Angelina Roche, CEntre de REcherches en MAthématiques de la DEcision | |
| 15:25 - 15:45 | Coffee break | |
| 15:45 - 20:00 | WW2 landing beaches - Guided visit to WW2 Normandy landing beaches | |
| 20:45 - 22:15 | Dinner (at Le Carlotta, 16 Quai Vendeuvre, 14000 Caen) |
Wednesday, June 20, 2018
| Time | Event | |
| 08:30 - 10:00 | Model selection theory and considerations in large-scale scenarios (II) - Pr. Christophe Biernacki |
|
| 10:00 - 10:30 | Coffee break | |
| 10:30 - 12:00 | Mixture models and feature selection in high-dimensional problems (I) - Pr. Abbas Khalili |
|
| 12:15 - 13:30 | Lunch | |
| 13:30 - 20:00 | Le Mont Saint Michel - Guided Visit to Le Mont Saint Michel | |
| 21:00 - 22:30 | Dinner (at Le Dauphin, 29, Rue Gemare, 14000 Caen) |
Thursday, June 21, 2018
| Time | Event | |
| 08:30 - 10:00 | Feature selection in high-dimensional problems (II) - Pr. Abbas Khalili |
|
| 10:00 - 10:30 | Coffee break | |
| 10:30 - 12:00 | Theory of statistical Inference (I) - Pr. Hien D. Nguyen |
|
| 12:15 - 13:30 | Lunch | |
| 13:30 - 15:00 | Majorization–Minimization (MM) Algorithms for Statistical Inference and Machine Learning Problems (II) - Pr. Hien D. Nguyen |
|
| 15:00 - 15:30 | Coffee break | |
| 15:30 - 17:55 | Oral presentation - Faïcel Chamroukhi | |
| 15:30 - 15:50 | › Bivariate negative binomial mixture model for RNA-Seq data analysis - Antoine CHANNAROND, Laboratoire de Mathématiques Raphaël Salem | |
| 15:55 - 16:15 | › A Necessary and Sufficient Condition to minimize predictive inference risk for perturbation methods - Cédric Wanko, Traitement et Recherche sur l'Information et la Statistique, Université de Montpellier | |
| 16:20 - 16:40 | › A stochastic simulation experiment for outlier mixture component detection in one and two-layer Self Organizing Maps (SOM). - Gabriel Valverde, Universidad Complutense de Madrid and Bankinter | |
| 16:45 - 17:05 | › Classifying degenerate Higgses using a deep neural network - Inga Strümke, University of Bergen | |
| 17:10 - 17:30 | › Survey on Time Series Dimensionality Reduction for Data Mining - Clément Lejeune, Institut de recherche en informatique de Toulouse - Oihana Coustié, Université Toulouse Capitole | |
| 17:35 - 17:55 | › Regularised Maximum Likelihood Estimation of Mixtures-of-Experts - Bao-Tuyen HUYNH, Université de Caen Normandie | |
| 18:00 - 19:20 | Posters session - Faïcel Chamroukhi | |
| 18:00 - 19:20 | › APPLICATION OF SELF ORGANIZING MAPS TO ROAD ACCIDENT PATTERN IDENTIFICATION IN QUASI-INDUCED EXPOSURE METHODS - Almudena Sanjurjo de No, INSIA-Universidad Politécnica de Madrid | |
| 18:00 - 19:20 | › Data-Mining for analysis of semi-structured messages from application execution - Oihana Coustié, Université Toulouse Capitole | |
| 18:00 - 19:20 | › Machine Learning for Anomalies Detection in Large Time Series - Clément Lejeune, Institut de recherche en informatique de Toulouse | |
| 18:00 - 19:20 | › Regularised Maximum Likelihood Estimation of Mixtures of Experts | |
| 20:30 - 22:00 | Dinner (at Le Carlotta, 16 Quai Vendeuvre, 14000 Caen) |
Friday, June 22, 2018
| Time | Event | |
| 08:30 - 10:00 | Unsupervised learning from high-dimensional and functional data - Pr. Faïcel Chamroukhi |
|
| 10:00 - 10:30 | Coffee break | |
| 10:30 - 12:00 | Mixture of experts for regression, clustering and classification in high-dimensional scenarios - Pr. Faicel Chamroukhi |
|
| 12:15 - 13:30 | Lunch | |
| 13:30 - 14:30 | Conference closure - Conference closure |
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