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Dive into the research topics where Olivier Catoni is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Constant payoff in zero-sum stochastic games
Catoni, O., Oliu-Barton, M. & Ziliotto, B., 1 Nov 2021, In: Annales de l'institut Henri Poincare (B) Probability and Statistics. 57, 4, p. 1888-1900 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Comment: Transductive pac-bayes bounds seen as a generalization of Vapnik-Chervonenkis bounds
Catoni, O., 5 Oct 2015, Measures of Complexity: Festschrift for Alexey Chervonenkis. Springer International Publishing, p. 157-160 4 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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PAC-bayes bounds for supervised classification
Catoni, O., 5 Oct 2015, Measures of Complexity: Festschrift for Alexey Chervonenkis. Springer International Publishing, p. 287-302 16 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Challenging the empirical mean and empirical variance: A deviation study
Catoni, O., 1 Nov 2012, In: Annales de l'institut Henri Poincare (B) Probability and Statistics. 48, 4, p. 1148-1185 38 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Robust linear least squares regression
Audibert, J. Y. & Catoni, O., 1 Oct 2011, In: Annals of Statistics. 39, 5, p. 2766-2794 29 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Laplace transform estimates and deviation inequalities
Catoni, O., 1 Jan 2003, In: Annales de l'institut Henri Poincare (B) Probability and Statistics. 39, 1, p. 1-26 26 p.Research output: Contribution to journal › Article › peer-review
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The loop erased exit path and the metastability of a biased vote process
Catoni, O., Chen, D. & Xie, J., 1 Jan 2000, In: Stochastic Processes and their Applications. 86, 2, p. 231-261 31 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Piecewise constant triangular cooling schedules for generalized simulated annealing algorithms
Cot, C. & Catoni, O., 1 Jan 1998, In: Annals of Applied Probability. 8, 2, p. 375-396 22 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Solving scheduling problems by simulated annealing
Catoni, O., 1 Jan 1998, In: SIAM Journal on Control and Optimization. 36, 5, p. 1539-1575 37 p.Research output: Contribution to journal › Article › peer-review
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The energy transformation method for the Metropolis algorithm compared with Simulated Annealing
Catoni, O., 1 Jan 1998, In: Probability Theory and Related Fields. 110, 1, p. 69-89 21 p.Research output: Contribution to journal › Article › peer-review
Open Access