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
4 papers · 1 filter
User-friendly introduction to PAC-Bayes bounds
Pierre Alquier
Aggregated predictors are obtained by making a set of basic predictors vote according to some weights, that is, to some probability distribution. Randomized predictors are obtained…
Outliers Detection in Networks with Missing Links
Solenne Gaucher, Olga Klopp, Geneviève Robin
Outliers arise in networks due to different reasons such as fraudulent behavior of malicious users or default in measurement instruments and can significantly impair network analys…
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…