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
Towards Learning Universal Hyperparameter Optimizers with Transformers
Chen, Y
Song, X
Lee, C
Wang, Z
Zhang, Q
Dohan, D
Kawakami, K
Kochanski, G
Doucet, A
Ranzato, M
Perel, S
de Freitas, N
(26 May 2022)
doi:10.48550/arxiv.2205.13320
Conformal Off-Policy Prediction in Contextual Bandits
Taufiq, M
Ton, J
Cornish, R
Teh, Y
Doucet, A
(09 Jun 2022)
doi:10.48550/arxiv.2206.04405
An Empirical Study of Implicit Regularization in Deep Offline RL
Gulcehre, C
Srinivasan, S
Sygnowski, J
Ostrovski, G
Farajtabar, M
Hoffman, M
Pascanu, R
Doucet, A
(05 Jul 2022)
doi:10.48550/arxiv.2207.02099