Jessica Sorrell
6 papers · 2020–2025 · 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 Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
COLT (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
pac learning
(2)
reinforcement learning
(1)
reproducible research
(1)
replication study
(1)
episodic learning
(1)
value iteration
(1)
agnostic learning
(1)
value function approximation
(1)
large-margin classification
(1)
noise-tolerant learning
(1)
boosting algorithm
(1)
weak learner
(1)
massart noise
(1)
policy ensemble
(1)
swap regret
(1)
bayes optimality
(1)
weak learning assumption
(1)
algorithm replicability
(1)
misclassification error
(1)
squared error
(1)
Papers
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces
ICML 2025
Oracle-Efficient Reinforcement Learning for Max Value Ensembles
NIPS 2024
Replicable Reinforcement Learning
NIPS 2023
Multicalibration as Boosting for Regression
ICML 2023
Boosting in the Presence of Massart Noise
COLT 2021
Efficient, Noise-Tolerant, and Private Learning via Boosting
COLT 2020