Erick Delage
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
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Research topics
Keywords
markov decision process
(4)
uncertainty quantification
(3)
conformal prediction
(2)
decision making
(2)
contextual optimization
(2)
dynamic programming
(2)
conditional robust optimization
(2)
resource allocation
(1)
convex optimization
(1)
robust optimization
(1)
contextual information
(1)
nonparametric estimation
(1)
policy optimization
(1)
distributionally robust
(1)
quantile optimization
(1)
distributionally robust optimization
(1)
thompson sampling
(1)
uncertainty set
(1)
whittle index
(1)
parameter estimation
(1)
Papers
Fair Resource Allocation in Weakly Coupled Markov Decision Processes
AISTATS 2025
Planning and Learning in Risk-Aware Restless Multi-Arm Bandits
AISTATS 2025
Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis
AISTATS 2025
Conformal Inverse Optimization
NeurIPS 2024
End-to-end Conditional Robust Optimization
UAI 2024
Robust Data-driven Prescriptiveness Optimization
ICML 2024
On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes
NeurIPS 2023
Data-Driven Conditional Robust Optimization
NeurIPS 2022
Distributionally Robust Local Non-parametric Conditional Estimation
NeurIPS 2020