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)
Controlled Sequential Monte Carlo
Heng, J
Bishop, A
Deligiannidis, G
Doucet, A
(28 Aug 2017)
Ranking In Generalized Linear Bandits
Shidani, A
Deligiannidis, G
Doucet, A
(30 Jun 2022)
Wide stochastic networks: Gaussian limit and PAC-Bayesian training
Clerico, E
Deligiannidis, G
Doucet, A
(17 Jun 2021)
Conditionally Gaussian PAC-Bayes
Clerico, E
Deligiannidis, G
Doucet, A
(22 Oct 2021)