Simulating Diffusion Bridges with Score Matching
Heng, J
De Bortoli, V
Doucet, A
Thornton, J
(14 Nov 2021)
COIN++: Neural Compression Across Modalities
Dupont, E
Loya, H
Alizadeh, M
Goliński, A
Teh, Y
Doucet, A
(30 Jan 2022)
Continual Repeated Annealed Flow Transport Monte Carlo
Matthews, A
Arbel, M
Rezende, D
Doucet, A
(31 Jan 2022)
Riemannian Score-Based Generative Modelling
De Bortoli, V
Mathieu, E
Hutchinson, M
Thornton, J
Teh, Y
Doucet, A
(06 Feb 2022)
Inference of (geostatistical) hyperparameters with the correlated pseudo-marginal method
Friedli, L
Linde, N
Ginsbourger, D
Fernandez Visentini, A
Doucet, A
(27 Mar 2022)
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)
Conformal Off-Policy Prediction in Contextual Bandits
Taufiq, M
Ton, J
Cornish, R
Teh, Y
Doucet, A
(09 Jun 2022)
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)
Riemannian Diffusion Schrödinger Bridge
Thornton, J
Hutchinson, M
Mathieu, E
De Bortoli, V
Teh, Y
Doucet, A
(06 Jul 2022)
Solving Fredholm Integral Equations of the First Kind via Wasserstein Gradient Flows
Crucinio, F
De Bortoli, V
Doucet, A
Johansen, A
(16 Sep 2022)