Olivier Catoni

Statistics

Publications

Citations

664

H-Index

Active since

1992

Affiliations

Laboratoire de Probabilités et Modèles Aléatoires(Current)

Centre de Recherche en Économie et Statistique

Département de mathématiques et applications

Laboratoire de Probabilités, Statistique et Modélisation

École Normale Supérieure - PSL

Olivier Catoni is an author at Laboratoire de Probabilités et Modèles Aléatoires specializing in bayesian inference, computer science, and statistical inference.

Publications per year

1992–2018

Publications

Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning

Olivier Catoni · ArXiv.org · 2007 · 205 citations · Full text

Natural Sciences, Computer Science, Information Theory +16

Rough Large Deviation Estimates for Simulated Annealing: Application to Exponential Schedules

Olivier Catoni · The Annals of Probability · 1992 · 142 citations · Full text

Engineering, Computer Science, Algorithms +11

The exit path of a Markov chain with rare transitions

Olivier Catoni, Raphaël Cerf · ESAIM Probability and Statistics · 1997 · 65 citations · Full text

Engineering, Mathematics, Probability Theory +10

Metropolis, Simulated Annealing, and Iterated Energy Transformation Algorithms: Theory and Experiments

Olivier Catoni · Journal of Complexity · 1996 · 44 citations

Computing, Computer Science, Algorithms +9

Dimension-free PAC-Bayesian bounds for matrices, vectors, and linear least squares regression

Olivier Catoni, Ilaria Giulini · arXiv (Cornell University) · 2017 · 44 citations · Full text

Natural Sciences, Computer Science, Bayesian Data Analysis +14

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