60 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- École Supérieure des Sciences Économiques et CommercialesFR11 papers
- Centre de Recherche en Économie et StatistiqueFR4 papers
- King Abdullah University of Science and TechnologySA2 papers
- California Southern UniversityUS1 paper
- Centre de Mathématiques Appliquées de l'École polytechniqueFR1 paper
- Centre for Research in Engineering Surface TechnologyIE1 paper
- CY Cergy Paris UniversitéFR1 paper
- École nationale des ponts et chausséesFR1 paper
- École PolytechniqueFR1 paper
- ENSAE ParisFR1 paper
- Harvard UniversityUS1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
3 papers · 1 filter
Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach
Alexander Lin, Yingzhuo Zhang, Jeremy Heng +4
We propose a general statistical framework for clustering multiple time series that exhibit nonlinear dynamics into an a-priori-unknown number of sub-groups. Our motivation comes f…
Collective Matrix Completion
Mokhtar Z. Alaya, Olga Klopp
Matrix completion aims to reconstruct a data matrix based on observations of a small number of its entries. Usually in matrix completion a single matrix is considered, which can be…
Main effects and interactions in mixed and incomplete data frames
Geneviève Robin, Olga Klopp, Julie Josse +2
A mixed data frame (MDF) is a table collecting categorical, numerical and count observations. The use of MDF is widespread in statistics and the applications are numerous from abun…