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
Ensemble Rejection Sampling
Deligiannidis, G
Doucet, A
Rubenthaler, S
(24 Jan 2020)
doi:10.48550/arxiv.2001.09188
Bernoulli Race Particle Filters
Schmon, S
Doucet, A
Deligiannidis, G
(03 Mar 2019)
doi:10.48550/arxiv.1903.00939