A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
Falck, F
Williams, C
Danks, D
Deligiannidis, G
Yau, C
Holmes, C
Doucet, A
Willetts, M
(19 Jan 2023)
A Continuous Time Framework for Discrete Denoising Models
Campbell, A
Benton, J
De Bortoli, V
Rainforth, T
Deligiannidis, G
Doucet, A
(30 May 2022)
Generalisation under gradient descent via deterministic PAC-Bayes
Clerico, E
Farghly, T
Deligiannidis, G
Guedj, B
Doucet, A
(06 Sep 2022)
From Denoising Diffusions to Denoising Markov Models
Benton, J
Shi, Y
Bortoli, V
Deligiannidis, G
Doucet, A
Journal of the Royal Statistical Society Series B: Statistical Methodology
(07 Nov 2022)
http://arxiv.org/abs/2211.03595v2
Large Sample Asymptotics of the Pseudo-Marginal Method
Schmon, S
Deligiannidis, G
Doucet, A
Pitt, M
(26 Jun 2018)
Stable ResNet
Hayou, S
Clerico, E
He, B
Deligiannidis, G
Doucet, A
Rousseau, J
(24 Oct 2020)
Conditional Simulation Using Diffusion Schrödinger Bridges
Shi, Y
De Bortoli, V
Deligiannidis, G
Doucet, A
(27 Feb 2022)
Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows
Cornish, R
Caterini, A
Deligiannidis, G
Doucet, A
(30 Sep 2019)
Unbiased Markov chain Monte Carlo for intractable target distributions
Middleton, L
Deligiannidis, G
Doucet, A
Jacob, P
(23 Jul 2018)
Unbiased Smoothing using Particle Independent Metropolis-Hastings
Middleton, L
Deligiannidis, G
Doucet, A
Jacob, P
(05 Feb 2019)