Olivier Catoni

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All published works

Action	Title	Year	Authors
+ PDF Chat	Constant payoff in zero-sum stochastic games	2021	Olivier Catoni Miquel Oliu-Barton Bruno Ziliotto
+ PDF Chat	Dimension-free PAC-Bayesian bounds for matrices, vectors, and linear least squares regression	2021	Olivier Catoni Ilaria Giulini
+	New bounds for $k$-means and information $k$-means	2021	Gautier Appert Olivier Catoni
+	Dimension-free PAC-Bayesian bounds for the estimation of the mean of a random vector	2018	Olivier Catoni Ilaria Giulini
+	Dimension-free PAC-Bayesian bounds for matrices, vectors, and linear least squares regression	2017	Olivier Catoni Ilaria Giulini
+	PAC-Bayesian bounds for the Gram matrix and least squares regression with a random design	2016	Olivier Catoni
+	Markov substitute processes : a new model for linguistics and beyond	2016	Olivier Catoni Thomas Mainguy
+	PAC-Bayesian bounds for the Gram matrix and least squares regression with a random design	2016	Olivier Catoni
+	Comment: Transductive PAC-Bayes Bounds Seen as a Generalization of Vapnik–Chervonenkis Bounds	2015	Olivier Catoni
+	Toric grammars: a new statistical approach to natural language modeling	2013	Olivier Catoni Thomas Mainguy
+	Challenging the empirical mean and empirical variance: A deviation study	2012	Olivier Catoni
+	Robust linear least squares regression	2011	Jean-Yves Audibert Olivier Catoni
+	Robust linear regression through PAC-Bayesian truncation	2010	Jean-Yves Audibert Olivier Catoni
+	Linear regression through PAC-Bayesian truncation	2010	Jean-Yves Audibert Olivier Catoni
+	Risk bounds in linear regression through PAC-Bayesian truncation	2009	Jean-Yves Audibert Olivier Catoni
+	High confidence estimates of the mean of heavy-tailed real random variables	2009	Olivier Catoni
+	Chapter 2: Comparing posterior distributions to Gibbs priors	2007	Olivier Catoni Olivier Catoni
+	PAC-Bayesian inductive and transductive learning	2006	Olivier Catoni
+	Statistical Learning Theory and Stochastic Optimization	2004	Olivier Catoni
+	Improved Vapnik Cervonenkis bounds	2004	Olivier Catoni
+	5. Randomized estimators and empirical complexity	2004	Olivier Catoni
+	7. Markov chains with exponential transitions	2004	Olivier Catoni
+ PDF Chat	Statistical learning theory and stochastic optimization. Ecole d'été de probabilités de Saint-Flour XXXI-2001	2004	Olivier Catoni
+ PDF Chat	Improved Vapnik Cervonenkis bounds	2004	Olivier Catoni
+	Statistical learning theory and stochastic optimization : École d'eté de probabilités de Saint-Flour XXXI - 2001	2004	École d'été de probabilités de Saint-Flour Olivier Catoni Jean Picard
+	Estimées de la transformée de Laplace et inégalités de déviation	2003	Olivier Catoni
+	Laplace transform estimates and deviation inequalities	2003	Olivier Catoni
+	The loop erased exit path and the metastability of a biased vote process	2000	Olivier Catoni Dayue Chen Jun Xie
+ PDF Chat	Simulated annealing algorithms and Markov chains with rare transitions	1999	Olivier Catoni
+ PDF Chat	Piecewise constant triangular cooling schedules for generalized simulated annealing algorithms	1998	Olivier Catoni Cécile Cot
+ PDF Chat	The energy transformation method for the Metropolis algorithm compared with Simulated Annealing	1998	Olivier Catoni
+ PDF Chat	The exit path of a Markov chain with rare transitions	1997	Olivier Catoni Raphaël Cerf
+ PDF Chat	Rough Large Deviation Estimates for Simulated Annealing: Application to Exponential Schedules	1992	Olivier Catoni
+	Etude asymptotique des algorithmes de recuit simule	1990	Olivier Catoni

Common Coauthors

Coauthor	Papers Together
Jean-Yves Audibert	4
Ilaria Giulini	3
Thomas Mainguy	2
École d'été de probabilités de Saint-Flour	1
Bruno Ziliotto	1
Miquel Oliu-Barton	1
Dayue Chen	1
Cécile Cot	1
Jun Xie	1
Jean Picard	1
Gautier Appert	1
Raphaël Cerf	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Rough large deviation estimates for the optimal convergence speed exponent of generalized simulated annealing algorithms	1996	Alain Trouvé	5
+ PDF Chat	Random Perturbations of Dynamical Systems	1984	Mark Freidlin Alexander D. Wentzell	5
+	Challenging the empirical mean and empirical variance: A deviation study	2012	Olivier Catoni	5
+ PDF Chat	PAC-Bayesian bounds for randomized empirical risk minimizers	2008	Pierre Alquier	5
+ PDF Chat	Rough Large Deviation Estimates for Simulated Annealing: Application to Exponential Schedules	1992	Olivier Catoni	5
+ PDF Chat	Geometric Bounds for Eigenvalues of Markov Chains	1991	Persi Diaconis Daniel W. Stroock	4
+	Optimal Rates of Aggregation	2003	Alexandre B. Tsybakov	4
+	Aggregating Regression Procedures for a Better Performance	1999	Yuhong Yang	4
+ PDF Chat	Random perturbations of dynamical systems	1997	Michael Blank	4
+	A Distribution-Free Theory of Nonparametric Regression	2002	László Györfi Michael Köhler Adam Krzyżak Harro Walk	4
+	Robust linear least squares regression	2011	Jean-Yves Audibert Olivier Catoni	4
+ PDF Chat	$L^2$ Convergence of Time Nonhomogeneous Markov Processes: I. Spectral Estimates	1994	Jean‐Dominique Deuschel Christian Mazza	4
+ PDF Chat	Sur les problèmes de sortie discrets inhomogènes	1996	Laurent Miclo	3
+ PDF Chat	The exit path of a Markov chain with rare transitions	1997	Olivier Catoni Raphaël Cerf	3
+ PDF Chat	Local Rademacher complexities and oracle inequalities in risk minimization	2006	Vladimir Koltchinskii	3
+ PDF Chat	Model selection for regression on a fixed design	2000	Yannick Baraud	3
+ PDF Chat	Optimal Rates for the Regularized Least-Squares Algorithm	2006	Andrea Caponnetto Ernesto De Vito	3
+ PDF Chat	Solving systems of linear equations with a positive definite, symmetric, but possibly ill-conditioned matrix	1955	James D. Riley	3
+	A method for the solution of certain non-linear problems in least squares	1944	Kenneth Levenberg	3
+ PDF Chat	Local Rademacher complexities	2005	Peter L. Bartlett Olivier Bousquet Shahar Mendelson	3
+ PDF Chat	The energy transformation method for the Metropolis algorithm compared with Simulated Annealing	1998	Olivier Catoni	3
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	3
+	Geometric median and robust estimation in Banach spaces	2015	Stanislav Minsker	2
+	Statistical learning theory and stochastic optimization : École d'eté de probabilités de Saint-Flour XXXI - 2001	2004	École d'été de probabilités de Saint-Flour Olivier Catoni Jean Picard	2
+ PDF Chat	Robust Estimation of a Location Parameter	1964	Peter J. Huber	2
+	Asymptotically Minimax Adaptive Estimation. I: Upper Bounds. Optimally Adaptive Estimates	1992	O. V. Lepskii	2
+	Evolution de l'énergie libre, applications à l'étude de la convergence des algorithmes du recuit simulé	1991	Laurent Miclo	2
+ PDF Chat	Simulated annealing algorithms and Markov chains with rare transitions	1999	Olivier Catoni	2
+	Dimension-free PAC-Bayesian bounds for the estimation of the mean of a random vector	2018	Olivier Catoni Ilaria Giulini	2
+	Application of ridge analysis to regression problems	1962	Arthur E. Hoerl Arthur E. Hoerl C. Hoerl	2
+	On the estimation of the mean of a random vector	2017	Émilien Joly Gábor Lugosi Roberto I. Oliveira	2
+ PDF Chat	A Limit Theorem for a Class of Inhomogeneous Markov Processes	1989	Tzuu-Shuh Chiang Y. K. Chow	2
+	Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images	1984	Stuart Geman Donald Geman	2
+ PDF Chat	Model selection in nonparametric regression	2003	Marten Wegkamp	2
+ PDF Chat	Sub-Gaussian estimators of the mean of a random matrix with heavy-tailed entries	2018	Stanislav Minsker	2
+ PDF Chat	Aggregated estimators and empirical complexity for least square regression	2004	Jean-Yves Audibert	2
+	Statistical Learning Theory and Stochastic Optimization	2004	Olivier Catoni	2
+	Sur les temps d'occupations des processus de markov finis inhomogènes à basse température	1998	Laurent Miclo	2
+ PDF Chat	Probabilistic Top-Down Parsing and Language Modeling	2001	Brian Roark	2
+ PDF Chat	Piecewise constant triangular cooling schedules for generalized simulated annealing algorithms	1998	Olivier Catoni Cécile Cot	2
+	Robust linear regression through PAC-Bayesian truncation	2010	Jean-Yves Audibert Olivier Catoni	2
+	Singular perturbed Markov chains and exact behaviors of simulated annealing processes	1992	Chii-Ruey Hwang Shuenn‐Jyi Sheu	2
+	Metastability of exponentially perturbed Markov chains	1996	Dayue Chen Jianfeng Feng Minping Qian	2
+ PDF Chat	The three dimensional polyominoes of minimal area	1996	Laurent Alonso Raphaël Cerf	2
+	Metastability of the Three Dimensional Ising Model on a Torus at Very Low Temperatures	1996	Gérard Ben Arous Raphaël Cerf	2
+ PDF Chat	Risk bounds for model selection via penalization	1999	Andrew R. Barron Lucien Birgé Pascal Massart	1
+	Renormalization group for Markov chains and application to metastability	1993	Elisabetta Scoppola	1
+	Linear regression through PAC-Bayesian truncation	2010	Jean-Yves Audibert Olivier Catoni	1
+ PDF Chat	Concentration of measure and isoperimetric inequalities in product spaces	1995	Michel Talagrand	1
+ PDF Chat	Optimal aggregation of classifiers in statistical learning	2004	A. B. Tsybakov	1