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
Showing 2021Show all
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stat.ML2021★ 60 cited
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…
stat.ME2021★ 3 cited
On Unbiased Score Estimation for Partially Observed Diffusions
Jeremy Heng, Jeremie Houssineau, Ajay Jasra
We consider the problem of statistical inference for a class of partially-observed diffusion processes, with discretely-observed data and finite-dimensional parameters. We construc…