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Arnaud Guillin
Arnaud Guillin
Professeur de Mathématiques, Université Clermont-Auvergne
Adresse e-mail validée de uca.fr
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On the rate of convergence in Wasserstein distance of the empirical measure
N Fournier, A Guillin
Probability theory and related fields 162 (3), 707-738, 2015
12972015
Population monte carlo
O Cappé, A Guillin, JM Marin, CP Robert
Journal of Computational and Graphical Statistics 13 (4), 907-929, 2004
6212004
Adaptive importance sampling in general mixture classes
O Cappé, R Douc, A Guillin, JM Marin, CP Robert
Statistics and Computing 18, 447-459, 2008
3752008
Transportation cost-information inequalities and applications to random dynamical systems and diffusions
H Djellout, A Guillin, L Wu
3312004
Quantitative concentration inequalities for empirical measures on non-compact spaces
F Bolley, A Guillin, C Villani
Probability Theory and Related Fields 137, 541-593, 2007
3242007
Rate of convergence for ergodic continuous Markov processes: Lyapunov versus Poincaré
D Bakry, P Cattiaux, A Guillin
Journal of Functional Analysis 254 (3), 727-759, 2008
3162008
A simple proof of the Poincaré inequality for a large class of probability measures
D Bakry, F Barthe, P Cattiaux, A Guillin
2922008
Couplings and quantitative contraction rates for Langevin dynamics
A Eberle, A Guillin, R Zimmer
2512019
Probabilistic approach for granular media equations in the non-uniformly convex case
P Cattiaux, A Guillin, F Malrieu
Probability theory and related fields 140, 19-40, 2008
2312008
Subgeometric rates of convergence of f-ergodic strong Markov processes
R Douc, G Fort, A Guillin
Stochastic processes and their applications 119 (3), 897-923, 2009
1922009
Quantitative Harris-type theorems for diffusions and McKean–Vlasov processes
A Eberle, A Guillin, R Zimmer
Transactions of the American Mathematical Society 371 (10), 7135-7173, 2019
1912019
Convergence of adaptive mixtures of importance sampling schemes
R Douc, A Guillin, JM Marin, CP Robert
1902007
Convergence to equilibrium in Wasserstein distance for Fokker–Planck equations
F Bolley, I Gentil, A Guillin
Journal of Functional Analysis 263 (8), 2430-2457, 2012
1562012
Trend to equilibrium and particle approximation for a weakly selfconsistent Vlasov-Fokker-Planck equation
F Bolley, A Guillin, F Malrieu
ESAIM: Mathematical Modelling and Numerical Analysis 44 (5), 867-884, 2010
1402010
Minimum variance importance sampling via population Monte Carlo
R Douc, A Guillin, JM Marin, CP Robert
ESAIM: Probability and Statistics 11, 427-447, 2007
1192007
Uniform convergence to equilibrium for granular media
F Bolley, I Gentil, A Guillin
Archive for Rational Mechanics and Analysis 208, 429-445, 2013
1182013
Transportation-information inequalities for Markov processes
A Guillin, C Léonard, L Wu, N Yao
Probability theory and related fields 144, 669-695, 2009
1172009
An elementary approach to uniform in time propagation of chaos
A Durmus, A Eberle, A Guillin, R Zimmer
Proceedings of the American Mathematical Society 148 (12), 5387-5398, 2020
1052020
A note on Talagrand’s transportation inequality and logarithmic Sobolev inequality
P Cattiaux, A Guillin, LM Wu
Probability theory and related fields 148, 285-304, 2010
952010
Degenerate Fokker–Planck equations: Bismut formula, gradient estimate and Harnack inequality
A Guillin, FY Wang
Journal of Differential Equations 253 (1), 20-40, 2012
942012
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