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
Biggs F
(2021)
Differentiable PAC-Bayes Objectives with Partially Aggregated Neural Networks
in Entropy
Middleton L
(2020)
Unbiased Markov chain Monte Carlo for intractable target distributions
in Electronic Journal of Statistics
Zantedeschi V.
(2021)
Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound
in Advances in Neural Information Processing Systems
Dupont E.
(2019)
Augmented neural ODEs
in Advances in Neural Information Processing Systems
Daudel K.
(2021)
Mixture weights optimisation for Alpha-Divergence Variational Inference
in Advances in Neural Information Processing Systems
Rivasplata O.
(2020)
PAC-Bayes analysis beyond the usual bounds
in Advances in Neural Information Processing Systems