On Deviation Probabilities in Non-parametric Regression, A. Ben-Hamou and A. Guyader, 2024.
On the Hill Relation and the Mean Reaction Time for Metastable Processes, M. Baudel, A. Guyader, and T. Lelièvre. Stochastic Processes and their Applications, Vol. 155, 393-436, 2023.
Recursive Estimation of a Failure Probability for a Lipschitz Function, L. Bernard, A. Cohen, A. Guyader, and F. Malrieu. SMAI Journal of Computational Mathematics, Vol. 8, 75-97, 2022.
Variance Estimation in Adaptive Sequential Monte Carlo, Q. Du and A. Guyader. Annals of Applied Probability, Vol. 31 (3), 1021-1060, 2021.
On Synchronized Fleming-Viot Particle Systems, F. Cérou, A. Guyader, and M. Rousset. Theory of Probability and Mathematical Statistics, Vol. 102, 45-71, 2021.
Efficient Large Deviation Estimation Based on Importance Sampling, A. Guyader and H. Touchette. Journal of Statistical Physics, Vol. 181 (2), 551-586, 2020.
A Central Limit Theorem for Fleming-Viot Particle Systems, F. Cérou, B. Delyon, A. Guyader, and M. Rousset. Annales de l'IHP (Probabilités et Statistiques), Vol. 56 (1), 637-666, 2020.
Adaptive Multilevel Splitting: Historical Perspective and Recent Results, F. Cérou, A. Guyader, and M. Rousset. Chaos: An Interdisciplinary Journal of Nonlinear Science, Chaos 29, 043108, 2019.
On the Asymptotic Normality of Adaptive Multilevel Splitting, F. Cérou, B. Delyon, A. Guyader, and M. Rousset. SIAM/ASA Journal on Uncertainty Quantification, Vol. 7 (1), 1–30, 2019.
A Central Limit Theorem for Fleming-Viot Particle Systems with Soft Killing, F. Cérou, B. Delyon, A. Guyader, and M. Rousset, 2016.
Fluctuation Analysis of Adaptive Multilevel Splitting, F. Cérou and A. Guyader. Annals of Applied Probability, Vol. 26 (6), 3319-3380, 2016.
On some Recent Advances in High Dimensional Bayesian Statistics, N. Chopin, S. Gadat, B. Guedj, A. Guyader, and E. Vernet. ESAIM Proc., Vol. 51, 293-319, 2015.
New Insights into Approximate Bayesian Computation, G. Biau, F. Cérou, and A. Guyader. Annales de l'IHP (Probabilités et Statistiques), Vol. 51 (1), 376-403, 2015.
Iterative Isotonic Regression, A. Guyader, N. Hengartner, N. Jégou, and E. Matzner-Løber. ESAIM P&S, Vol. 19, 1-23, 2015.
Some Recent Results in Rare Event Estimation, V. Caron, A. Guyader, M. Munoz Zuniga, and B. Tuffin. ESAIM Proc., Vol. 44, 239-259, 2014.
A Geometrical Approach to Iterative Isotone Regression, A. Guyader, N. Jégou, A.B. Németh, and S.Z. Németh. Applied Mathematics and Computation, Vol. 227, 359-369, 2014.
On the Mutual Nearest Neighbors Estimate in Regression, A. Guyader and N. Hengartner. Journal of Machine Learning Research, JMLR 13, 2287-2302, 2013.
On the Length of One-Dimensional Reactive Paths, F. Cérou, A. Guyader, T. Lelièvre, and F. Malrieu. ALEA Latin American Journal of Probability and Mathematical Statistics, Vol. 10 (1), 359-389, 2013.
Sequential Monte Carlo for Rare Event Estimation, F. Cérou, P. Del Moral, T. Furon, and A. Guyader. Statistics and Computing, Vol. 22 (3), 795-808, 2012.
Decoding Fingerprints Using the Markov Chain Monte Carlo Method, F. Cérou, T. Furon, and A. Guyader. IEEE International Workshop on Information Forensics and Security, 2012.
On the Use of Smoothing to Improve the Performance of the Splitting Method, F. Cérou, A. Guyader, R. Rubinstein, and R. Vaisman. Stochastic Models, Vol. 27 (4), 629-650, 2011.
Simulation and Estimation of Extreme Quantiles and Extreme Probabilities, A. Guyader, N. Hengartner, and E. Matzner-Løber. Applied Mathematics & Optimization, Vol. 64 (2), 171-196, 2011.
A Non Asymptotic Theorem for Unnormalized Feynman-Kac Particle Models, F. Cérou, P. Del Moral, and A. Guyader. Annales de l'IHP (Probabilités et Statistiques), Vol. 47 (3), 629-649, 2011.
A Multiple Replica Approach to Simulate Reactive Trajectories, F. Cérou, A. Guyader, T. Lelièvre, and D. Pommier. Journal of Chemical Physics, 134, 054108, 2011.
On the Rate of Convergence of the Bagged Nearest Neighbor Estimate, G. Biau, F. Cérou, and A. Guyader. Journal of Machine Learning Research, JMLR 11, 687-712, 2010.
Rates of Convergence of the Functional k-Nearest Neighbor Estimate, G. Biau, F. Cérou, and A. Guyader. IEEE Transactions on Information Theory, Vol. 56 (4), 2034-2040, 2010.
Estimating the Probability of False Alarm for a Zero-Bit Watermarking Technique, F. Cérou, T. Furon, A. Guyader, and C. Jégourel. 16th International Conference on Digital Signal Processing, 2009.
Estimating the Minimal Length of Tardos Code, F. Cérou, T. Furon, A. Guyader, and L. Pérez-Freire. 11th Information Hiding Conference, 2009.
Experimental Assessment of the Reliability for Watermarking and Fingerprinting Schemes, F. Cérou, T. Furon, and A. Guyader. Eurasip Journal on Information Security, Article ID 414962, 2008.
On the Design and Optimisation of Tardos Probabilistic Fingerprinting Codes, F. Cérou, T. Furon, and A. Guyader. 10th Information Hiding Conference, 2008.
Adaptive Particle Techniques and Rare Event Estimation, F. Cérou and A. Guyader. ESAIM Proc., Vol. 19, 65-72, 2007.
Adaptive Multilevel Splitting for Rare Event Analysis, F. Cérou and A. Guyader. Stochastic Analysis and Applications, Vol. 25, 417-443, 2007.
Nearest Neighbor Classification in Infinite Dimension, F. Cérou and A. Guyader. ESAIM P&S, Vol. 10, 340-355, 2006.
Particle Filters for Partially Observed Markov Chains, N. Caylus, A. Guyader, and F. Le Gland. IEEE Workshop on Statistical Signal Processing, 2003.
A Particle Implementation of the Recursive MLE for Partially Observed Diffusions, A. Guyader, F. Le Gland, and N. Oudjane. 3th IFAC/IFORS Symposium on Identification and System Parameter Estimation, 2003.
Adaptive Observer for Discrete Time Linear Time Varying Systems, A. Guyader and Q. Zhang. 3th IFAC/IFORS Symposium on Identification and System Parameter Estimation, 2003.
Covariance Driven Subspace Methods: Input/Output vs Output-Only, A. Guyader and L. Mével. 21th International Modal Analysis Conference, 2003.
Joint Source-Channel Turbo Decoding of Entropy Coded Sources, E. Fabre, C. Guillemot, A. Guyader, and M. Robert. IEEE Journal on Selected Areas in Communications, Vol. 19, no. 9, 1680-1696, 2001.