Angela Zhou
12 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (8) πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Conference Polyglot
(3)
π
Academic Marathon
(6)
π
Keyword Trendsetter Combo
(3)
π
Keyword Champion
(2)
π
Century Club
(12)
Conferences
NIPS (7)
AISTATS (4)
ICML (1)
Top co-authors
Keywords
causal inference
(8)
off-policy evaluation
(3)
contextual bandit
(2)
policy evaluation
(2)
markov decision process
(2)
policy optimization
(2)
doubly robust estimation
(2)
fair machine learning
(2)
disparate impact
(2)
sensitivity analysis
(2)
doubly robust
(2)
unobserved confounding
(2)
bipartite ranking
(1)
bandit feedback
(1)
robust estimation
(1)
linear function approximation
(1)
policy learning
(1)
binary classifier
(1)
fitted q-iteration
(1)
fairness metric
(1)
Papers
Reward-Relevance-Filtered Linear Offline Reinforcement Learning
AISTATS 2024
Optimal and Fair Encouragement Policy Evaluation and Learning
NIPS 2023
Stateful Offline Contextual Policy Evaluation and Learning
AISTATS 2022
Empirical Gateaux Derivatives for Causal Inference
NIPS 2022
Off-Policy Evaluation with Policy-Dependent Optimization Response
NIPS 2022
Confounding-Robust Policy Evaluation in Infinite-Horizon Reinforcement Learning
NIPS 2020
Interval Estimation of Individual-Level Causal Effects Under Unobserved Confounding
AISTATS 2019
Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds
NIPS 2019
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the XAUC Metric
NIPS 2019
Residual Unfairness in Fair Machine Learning from Prejudiced Data
ICML 2018
Policy Evaluation and Optimization with Continuous Treatments
AISTATS 2018
Confounding-Robust Policy Improvement
NIPS 2018