Generalisation under gradient descent via deterministic PAC-Bayes
Clerico, E Farghly, T Deligiannidis, G Guedj, B Doucet, A (06 Sep 2022) doi:10.48550/arxiv.2209.02525
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) doi:10.48550/arxiv.1806.10060
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
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