Stable ResNet
Hayou, S
Clerico, E
He, B
Deligiannidis, G
Doucet, A
Rousseau, J
(24 Oct 2020)
doi:10.48550/arxiv.2010.12859
Conditional Simulation Using Diffusion Schrödinger Bridges
Shi, Y
De Bortoli, V
Deligiannidis, G
Doucet, A
(27 Feb 2022)
doi:10.48550/arxiv.2202.13460
Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows
Cornish, R
Caterini, A
Deligiannidis, G
Doucet, A
(30 Sep 2019)
doi:10.48550/arxiv.1909.13833
Unbiased Markov chain Monte Carlo for intractable target distributions
Middleton, L
Deligiannidis, G
Doucet, A
Jacob, P
(23 Jul 2018)
doi:10.48550/arxiv.1807.08691
Unbiased Smoothing using Particle Independent Metropolis-Hastings
Middleton, L
Deligiannidis, G
Doucet, A
Jacob, P
(05 Feb 2019)
doi:10.48550/arxiv.1902.01781
Controlled Sequential Monte Carlo
Heng, J
Bishop, A
Deligiannidis, G
Doucet, A
(28 Aug 2017)
doi:10.48550/arxiv.1708.08396
Ranking In Generalized Linear Bandits
Shidani, A
Deligiannidis, G
Doucet, A
(30 Jun 2022)
doi:10.48550/arxiv.2207.00109
Wide stochastic networks: Gaussian limit and PAC-Bayesian training
Clerico, E
Deligiannidis, G
Doucet, A
(17 Jun 2021)
doi:10.48550/arxiv.2106.09798
Conditionally Gaussian PAC-Bayes
Clerico, E
Deligiannidis, G
Doucet, A
(22 Oct 2021)
doi:10.48550/arxiv.2110.11886
Chained Generalisation Bounds
Clerico, E
Shidani, A
Deligiannidis, G
Doucet, A
(02 Mar 2022)
doi:10.48550/arxiv.2203.00977