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
Gagnon P
(2020)
Nonreversible Jump Algorithms for Bayesian Nested Model Selection
in Journal of Computational and Graphical Statistics
Guedj B
(2021)
Still No Free Lunches: The Price to Pay for Tighter PAC-Bayes Bounds.
in Entropy (Basel, Switzerland)
Haddouche M
(2021)
PAC-Bayes Unleashed: Generalisation Bounds with Unbounded Losses.
in Entropy (Basel, Switzerland)
Hellström F
(2023)
Comparing Comparators in Generalization Bounds
Leroy A
(2022)
MAGMA: inference and prediction using multi-task Gaussian processes with common mean
in Machine Learning
Li L
(2021)
Sequential Learning of Principal Curves: Summarizing Data Streams on the Fly.
in Entropy (Basel, Switzerland)