Fluctuations of Interacting Markov Chain Monte Carlo Methods
Bercu, B
Del Moral, P
Doucet, A
(02 Jan 2012)
doi:10.48550/arxiv.1201.0480
Scalable Monte Carlo inference for state-space models
Yıldırım, S
Andrieu, C
Doucet, A
(07 Sep 2018)
doi:10.48550/arxiv.1809.02527
Noisy Adaptive Group Testing using Bayesian Sequential Experimental Design
Cuturi, M
Teboul, O
Berthet, Q
Doucet, A
Vert, J
(22 Jul 2020)
doi:10.48550/arxiv.2004.12508
Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting
Vono, M
Paulin, D
Doucet, A
(08 Dec 2021)
doi:10.48550/arxiv.1905.11937
Mitigating Statistical Bias within Differentially Private Synthetic Data
Ghalebikesabi, S
Wilde, H
Jewson, J
Doucet, A
Vollmer, S
Holmes, C
(19 May 2022)
doi:10.48550/arxiv.2108.10934
On PAC-Bayesian reconstruction guarantees for VAEs
Chérief-Abdellatif, B
Shi, Y
Doucet, A
Guedj, B
(23 Feb 2022)
doi:10.48550/arxiv.2202.11455
Importance Weighting Approach in Kernel Bayes' Rule
Xu, L
Chen, Y
Doucet, A
Gretton, A
(10 Aug 2022)
doi:10.48550/arxiv.2202.02474
Reinforced Self-Training (ReST) for Language Modeling
Gulcehre, C
Paine, T
Srinivasan, S
Konyushkova, K
Weerts, L
Sharma, A
Siddhant, A
Ahern, A
Wang, M
Gu, C
Macherey, W
Doucet, A
Firat, O
de Freitas, N
(21 Aug 2023)
doi:10.48550/arxiv.2308.08998
Simplified and Generalized Masked Diffusion for Discrete Data
Shi, J
Han, K
Wang, Z
Doucet, A
Titsias, M
(16 Jan 2025)
doi:10.48550/arxiv.2406.04329
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Caprio, M
Stutz, D
Li, S
Doucet, A
(27 Jan 2025)
doi:10.48550/arxiv.2411.04852