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
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
Implicit Diffusion: Efficient Optimization through Stochastic Sampling
 Marion, P Korba, A Bartlett, P Blondel, M De Bortoli, V Doucet, A Llinares-López, F Paquette, C Berthet, Q (05 Mar 2025) doi:10.48550/arxiv.2402.05468
On the Asymptotics of Importance Weighted Variational Inference
 Cherief-Abdellatif, B Douc, R Doucet, A Marival, H (14 Jan 2025) doi:10.48550/arxiv.2501.08477
Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
 Skreta, M Akhound-Sadegh, T Ohanesian, V Bondesan, R Aspuru-Guzik, A Doucet, A Brekelmans, R Tong, A Neklyudov, K (08 Jun 2025) doi:10.48550/arxiv.2503.02819
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