Mark van der Laan
4 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π£ Hot Topic Early Bird π Cross-Pollinator (8)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
doubly robust estimator
(2)
contextual bandit
(2)
policy evaluation
(1)
off-policy evaluation
(1)
conformal prediction
(1)
stochastic dominance
(1)
empirical risk minimization
(1)
importance sampling
(1)
variance reduction
(1)
off-policy learning
(1)
risk estimation
(1)
convergence rate
(1)
asymptotic normality
(1)
generalization guarantee
(1)
confidence interval
(1)
treatment effect
(1)
conditional average treatment effect
(1)
average treatment effect
(1)
individual treatment effect
(1)
targeted maximum likelihood
(1)
Papers
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
NIPS 2023
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning
NIPS 2021
Post-Contextual-Bandit Inference
NIPS 2021
More Efficient Off-Policy Evaluation through Regularized Targeted Learning
ICML 2019