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
Tadic V
(2021)
Asymptotic Properties of Recursive Particle Maximum Likelihood Estimation
in IEEE Transactions on Information Theory
Tadic V
(2020)
Stability of optimal filter higher-order derivatives
in Stochastic Processes and their Applications
Tadic V
(2019)
Analyticity of Entropy Rates of Continuous-State Hidden Markov Models
in IEEE Transactions on Information Theory
Sun S
(2022)
Stability-based PAC-Bayes analysis for multi-view learning algorithms
in Information Fusion
Rivasplata O.
(2020)
PAC-Bayes analysis beyond the usual bounds
in Advances in Neural Information Processing Systems
Pérez-Ortiz M.
(2021)
Tighter risk certificates for neural networks
in Journal of Machine Learning Research
Picard-Weibel A
(2022)
On change of measure inequalities for $f$-divergences
Phillips A
(2022)
Spectral Diffusion Processes