Mark van der Laan
4 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
contextual bandit
(2)
doubly robust estimator
(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
NeurIPS 2023
Post-Contextual-Bandit Inference
NeurIPS 2021
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning
NeurIPS 2021
More Efficient Off-Policy Evaluation through Regularized Targeted Learning
ICML 2019