Aurelien Bibaut
6 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π£ Hot Topic Early Bird
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (3)
NIPS (2)
UAI (1)
Top co-authors
Keywords
contextual bandit
(3)
doubly robust estimator
(2)
off-policy evaluation
(2)
risk estimation
(2)
importance sampling
(1)
variance reduction
(1)
off-policy learning
(1)
multi-armed bandit
(1)
regret bound
(1)
convergence rate
(1)
asymptotic normality
(1)
generalization guarantee
(1)
oracle-efficient algorithm
(1)
control variate
(1)
confidence interval
(1)
average treatment effect
(1)
targeted maximum likelihood
(1)
policy elimination
(1)
targeted learning
(1)
doubly-robust estimator
(1)
Papers
Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments
ICML 2024
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning
NIPS 2021
Post-Contextual-Bandit Inference
NIPS 2021
Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits
UAI 2020
More Efficient Off-Policy Evaluation through Regularized Targeted Learning
ICML 2019
On the Design of Estimators for Bandit Off-Policy Evaluation
ICML 2019