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)
doi:10.48550/arxiv.2105.10148
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling
De Bortoli, V
Thornton, J
Heng, J
Doucet, A
(01 Jun 2021)
doi:10.48550/arxiv.2106.01357
Monte Carlo Variational Auto-Encoders
Thin, A
Kotelevskii, N
Doucet, A
Durmus, A
Moulines, E
Panov, M
(30 Jun 2021)
doi:10.48550/arxiv.2106.15921
Lithological Tomography with the Correlated Pseudo-Marginal Method
Friedli, L
Linde, N
Ginsbourger, D
Doucet, A
(11 Oct 2021)
doi:10.48550/arxiv.2110.05210
Online Variational Filtering and Parameter Learning
Campbell, A
Shi, Y
Rainforth, T
Doucet, A
(26 Oct 2021)
doi:10.48550/arxiv.2110.13549
Simulating Diffusion Bridges with Score Matching
Heng, J
De Bortoli, V
Doucet, A
Thornton, J
(14 Nov 2021)
doi:10.48550/arxiv.2111.07243
COIN++: Neural Compression Across Modalities
Dupont, E
Loya, H
Alizadeh, M
Goliński, A
Teh, Y
Doucet, A
(30 Jan 2022)
doi:10.48550/arxiv.2201.12904
Continual Repeated Annealed Flow Transport Monte Carlo
Matthews, A
Arbel, M
Rezende, D
Doucet, A
(31 Jan 2022)
doi:10.48550/arxiv.2201.13117
Riemannian Score-Based Generative Modelling
De Bortoli, V
Mathieu, E
Hutchinson, M
Thornton, J
Teh, Y
Doucet, A
(06 Feb 2022)
doi:10.48550/arxiv.2202.02763
Inference of (geostatistical) hyperparameters with the correlated pseudo-marginal method
Friedli, L
Linde, N
Ginsbourger, D
Fernandez Visentini, A
Doucet, A
(27 Mar 2022)
doi:10.5194/egusphere-egu22-1870