Semantic Information Pursuit for Multimodal Data Analysis
Lead Research Organisation:
University of Oxford
Department Name: Statistics
Abstract
Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.
People |
ORCID iD |
Arnaud Doucet (Principal Investigator) |
Publications
Middleton L
(2020)
Unbiased Markov chain Monte Carlo for intractable target distributions
in Electronic Journal of Statistics
Campbell A
(2023)
Trans-Dimensional Generative Modeling via Jump Diffusion Models
Pérez-Ortiz M.
(2021)
Tighter risk certificates for neural networks
in Journal of Machine Learning Research
Deligiannidis G
(2018)
The Correlated Pseudomarginal Method
in Journal of the Royal Statistical Society Series B: Statistical Methodology
Bouchard-Côté A
(2018)
The Bouncy Particle Sampler: A Nonreversible Rejection-Free Markov Chain Monte Carlo Method
in Journal of the American Statistical Association
Bulathwela S
(2020)
SUM'20: State-based User Modelling
Guedj B
(2021)
Still No Free Lunches: The Price to Pay for Tighter PAC-Bayes Bounds.
in Entropy (Basel, Switzerland)
Sun S
(2022)
Stability-based PAC-Bayes analysis for multi-view learning algorithms
in Information Fusion