Erick Delage
9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(14)
π
Trend Setter
Conferences
NIPS (4)
AISTATS (3)
ICML (1)
UAI (1)
Top co-authors
Keywords
uncertainty quantification
(2)
conformal prediction
(1)
policy optimization
(1)
convex optimization
(1)
decision making
(1)
parameter estimation
(1)
contextual information
(1)
markov decision process
(1)
dynamic programming
(1)
distributionally robust optimization
(1)
uncertainty set
(1)
conditional value-at-risk
(1)
inverse optimization
(1)
risk measure
(1)
coverage guarantee
(1)
non-parametric estimation
(1)
data-driven optimization
(1)
adversarial noise
(1)
conditional value at risk
(1)
entropic value-at-risk
(1)
Papers
Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis
AISTATS 2025
Planning and Learning in Risk-Aware Restless Multi-Arm Bandits
AISTATS 2025
Fair Resource Allocation in Weakly Coupled Markov Decision Processes
AISTATS 2025
End-to-end Conditional Robust Optimization
UAI 2024
Conformal Inverse Optimization
NIPS 2024
Robust Data-driven Prescriptiveness Optimization
ICML 2024
On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes
NIPS 2023
Data-Driven Conditional Robust Optimization
NIPS 2022
Distributionally Robust Local Non-parametric Conditional Estimation
NIPS 2020