Importance Weighting Approach in Kernel Bayes' Rule
Xu, L
Chen, Y
Doucet, A
Gretton, A
(10 Aug 2022)
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)
Simplified and Generalized Masked Diffusion for Discrete Data
Shi, J
Han, K
Wang, Z
Doucet, A
Titsias, M
(16 Jan 2025)
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Caprio, M
Stutz, D
Li, S
Doucet, A
(27 Jan 2025)
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)
On the Asymptotics of Importance Weighted Variational Inference
Cherief-Abdellatif, B
Douc, R
Doucet, A
Marival, H
(14 Jan 2025)
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)
Source Separation by Flow Matching
Scheibler, R
Hershey, J
Doucet, A
Li, H
(18 Jul 2025)
Progressive Inference-Time Annealing of Diffusion Models for Sampling from Boltzmann Densities
Akhound-Sadegh, T
Lee, J
Bose, A
De Bortoli, V
Doucet, A
Bronstein, M
Beaini, D
Ravanbakhsh, S
Neklyudov, K
Tong, A
(06 Nov 2025)
Accelerated Parallel Tempering via Neural Transports
Zhang, L
Potaptchik, P
He, J
Du, Y
Doucet, A
Vargas, F
Dau, H
Syed, S
(25 Mar 2026)