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
Campbell A
(2023)
Trans-Dimensional Generative Modeling via Jump Diffusion Models
Campbell A
(2022)
A Continuous Time Framework for Discrete Denoising Models
Clerico E
(2022)
Chained Generalisation Bounds
Daudel K.
(2021)
Mixture weights optimisation for Alpha-Divergence Variational Inference
in Advances in Neural Information Processing Systems
Deligiannidis G
(2019)
Exponential ergodicity of the bouncy particle sampler
in The Annals of Statistics
Deligiannidis G
(2018)
The Correlated Pseudomarginal Method
in Journal of the Royal Statistical Society Series B: Statistical Methodology
Deligiannidis G
(2021)
Randomized Hamiltonian Monte Carlo as scaling limit of the bouncy particle sampler and dimension-free convergence rates
in The Annals of Applied Probability
Dupont E.
(2019)
Augmented neural ODEs
in Advances in Neural Information Processing Systems