Nicolas Chopin
7 papers · 2014–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (10)
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Cross-Pollinator
(6)
πΊοΈ
Taxonomy Completionist
(17)
π£
Hot Topic Early Bird
Conferences
ICML (3)
JMLR (2)
NIPS (2)
Top co-authors
Keywords
contextual bandit
(2)
sequential monte carlo
(2)
particle filter
(2)
convex optimization
(1)
bayesian inference
(1)
feature selection
(1)
policy learning
(1)
parallel computing
(1)
importance sampling
(1)
diffusion process
(1)
oracle inequality
(1)
expectation propagation
(1)
importance weighting
(1)
off-policy learning
(1)
policy selection
(1)
gibbs sampler
(1)
gaussian process prior
(1)
generalization bound
(1)
state-space model
(1)
risk bound
(1)
Papers
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning
NIPS 2024
A connection between Tempering and Entropic Mirror Descent
ICML 2024
PAC-Bayesian Offline Contextual Bandits With Guarantees
ICML 2023
Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions
ICML 2023
De-Sequentialized Monte Carlo: a parallel-in-time particle smoother
JMLR 2022
On the properties of variational approximations of Gibbs posteriors
JMLR 2016
PAC-Bayesian AUC classification and scoring
NIPS 2014