Particle-method-based formulation of risk-sensitive filter
Sadhu, Smita, Bhaumik, Shovan, Doucet, Arnaud, Ghoshal, T.K.
Published in Signal processing (01.03.2009)
Published in Signal processing (01.03.2009)
Get full text
Journal Article
Maximum Likelihood Learning of Unnormalized Models for Simulation-Based Inference
Glaser, Pierre, Arbel, Michael, Hromadka, Samo, Doucet, Arnaud, Gretton, Arthur
Year of Publication 26.10.2022
Year of Publication 26.10.2022
Get full text
Journal Article
Simplified and Generalized Masked Diffusion for Discrete Data
Shi, Jiaxin, Han, Kehang, Wang, Zhe, Doucet, Arnaud, Titsias, Michalis K
Year of Publication 06.06.2024
Year of Publication 06.06.2024
Get full text
Journal Article
Generalisation under gradient descent via deterministic PAC-Bayes
Clerico, Eugenio, Farghly, Tyler, Deligiannidis, George, Guedj, Benjamin, Doucet, Arnaud
Year of Publication 06.09.2022
Year of Publication 06.09.2022
Get full text
Journal Article
A Note on Convergence of the Equi-Energy Sampler
Andrieu, Christophe, Jasra, Ajay, Doucet, Arnaud, Del Moral, Pierre
Published in Stochastic analysis and applications (07.03.2008)
Published in Stochastic analysis and applications (07.03.2008)
Get full text
Journal Article
Particle Denoising Diffusion Sampler
Phillips, Angus, Dau, Hai-Dang, Hutchinson, Michael John, De Bortoli, Valentin, Deligiannidis, George, Doucet, Arnaud
Year of Publication 09.02.2024
Year of Publication 09.02.2024
Get full text
Journal Article
Chained Generalisation Bounds
Clerico, Eugenio, Shidani, Amitis, Deligiannidis, George, Doucet, Arnaud
Year of Publication 02.03.2022
Year of Publication 02.03.2022
Get full text
Journal Article
Conditional Simulation Using Diffusion Schr\"odinger Bridges
Shi, Yuyang, De Bortoli, Valentin, Deligiannidis, George, Doucet, Arnaud
Year of Publication 27.02.2022
Year of Publication 27.02.2022
Get full text
Journal Article
On PAC-Bayesian reconstruction guarantees for VAEs
Chérief-Abdellatif, Badr-Eddine, Shi, Yuyang, Doucet, Arnaud, Guedj, Benjamin
Year of Publication 23.02.2022
Year of Publication 23.02.2022
Get full text
Journal Article