Generative Models as Distributions of Functions
Dupont, E
Teh, Y
Doucet, A
(09 Feb 2021)
Annealed Flow Transport Monte Carlo
Arbel, M
Matthews, A
Doucet, A
(15 Feb 2021)
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding
Ruan, Y
Ullrich, K
Severo, D
Townsend, J
Khisti, A
Doucet, A
Makhzani, A
Maddison, C
(22 Feb 2021)
COIN: COmpression with Implicit Neural representations
Dupont, E
Goliński, A
Alizadeh, M
Teh, Y
Doucet, A
(03 Mar 2021)
NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform
Thin, A
Janati, Y
Corff, S
Ollion, C
Doucet, A
Durmus, A
Moulines, E
Robert, C
(17 Mar 2021)
On Instrumental Variable Regression for Deep Offline Policy Evaluation
Chen, Y
Xu, L
Gulcehre, C
Paine, T
Gretton, A
de Freitas, N
Doucet, A
(21 May 2021)
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling
De Bortoli, V
Thornton, J
Heng, J
Doucet, A
(01 Jun 2021)
Monte Carlo Variational Auto-Encoders
Thin, A
Kotelevskii, N
Doucet, A
Durmus, A
Moulines, E
Panov, M
(30 Jun 2021)
Lithological Tomography with the Correlated Pseudo-Marginal Method
Friedli, L
Linde, N
Ginsbourger, D
Doucet, A
(11 Oct 2021)
Online Variational Filtering and Parameter Learning
Campbell, A
Shi, Y
Rainforth, T
Doucet, A
(26 Oct 2021)