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Yuyang Shi
Yuyang Shi
Verified email at stats.ox.ac.uk
Title
Cited by
Cited by
Year
Diffusion Schrödinger Bridge Matching
Y Shi, V De Bortoli, A Campbell, A Doucet
Thirty-seventh Conference on Neural Information Processing Systems, 2023
392023
Conditional simulation using diffusion Schrödinger bridges
Y Shi, V De Bortoli, G Deligiannidis, A Doucet
Uncertainty in Artificial Intelligence, 1792-1802, 2022
392022
On PAC-Bayesian reconstruction guarantees for VAEs
BE Chérief-Abdellatif, Y Shi, A Doucet, B Guedj
International conference on artificial intelligence and statistics, 3066-3079, 2022
192022
Online variational filtering and parameter learning
A Campbell, Y Shi, T Rainforth, A Doucet
Advances in Neural Information Processing Systems 34, 18633-18645, 2021
152021
On multilevel Monte Carlo unbiased gradient estimation for deep latent variable models
Y Shi, R Cornish
International Conference on Artificial Intelligence and Statistics, 3925-3933, 2021
132021
From denoising diffusions to denoising Markov models
J Benton, Y Shi, V De Bortoli, G Deligiannidis, A Doucet
Journal of the Royal Statistical Society Series B, 2023
112023
Alpha-divergence variational inference meets importance weighted auto-encoders: Methodology and asymptotics
K Daudel, J Benton, Y Shi, A Doucet
Journal of Machine Learning Research 24 (243), 1-83, 2023
42023
Authors' reply to the Discussion of'From Denoising Diffusions to Denoising Markov Models' at the Discussion Meeting on ‘Probabilistic and statistical aspects of machine learning’
J Benton, Y Shi, V De Bortoli, G Deligiannidis, A Doucet
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2024
2024
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