Pierre Perrault
10 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Conference Polyglot (5)
π
Academic Marathon
(5)
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(5)
π
Century Club
(10)
π₯
Unstoppable
(6)
Conferences
ICML (4)
NIPS (3)
AISTATS (1)
COLT (1)
ICLR (1)
Top co-authors
Keywords
regret bound
(5)
multi-armed bandit
(3)
online learning
(2)
thompson sampling
(2)
combinatorial multi-armed bandit
(2)
stochastic optimization
(2)
online algorithm
(2)
semi-bandit feedback
(2)
optimal experimental design
(1)
regret minimization
(1)
convex optimization
(1)
covariance matrix
(1)
posterior sampling
(1)
linear regression
(1)
covariance estimation
(1)
regret analysis
(1)
optimal design
(1)
influence maximization
(1)
sample complexity
(1)
submodular maximization
(1)
Papers
Demonstration-Regularized RL
ICLR 2024
Model-free Posterior Sampling via Learning Rate Randomization
NIPS 2023
Fast Rates for Maximum Entropy Exploration
ICML 2023
When Combinatorial Thompson Sampling meets Approximation Regret
NIPS 2022
Online A-Optimal Design and Active Linear Regression
ICML 2021
Statistical Efficiency of Thompson Sampling for Combinatorial Semi-Bandits
NIPS 2020
Covariance-adapting algorithm for semi-bandits with application to sparse outcomes
COLT 2020
Budgeted Online Influence Maximization
ICML 2020
Exploiting structure of uncertainty for efficient matroid semi-bandits
ICML 2019
Finding the bandit in a graph: Sequential search-and-stop
AISTATS 2019