Xiaojie Mao
9 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (7) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
π§
Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
COLT (3)
ICML (2)
NIPS (2)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
causal inference
(4)
regret bound
(3)
off-policy evaluation
(1)
function approximation
(1)
efficient inference
(1)
nonparametric estimation
(1)
offline learning
(1)
doubly robust estimator
(1)
stochastic shortest path
(1)
distributionally robust optimization
(1)
bandit feedback
(1)
contextual bandit
(1)
asymptotic normality
(1)
instrumental variable regression
(1)
matrix factorization
(1)
unobserved confounding
(1)
semiparametric efficiency
(1)
nonparametric method
(1)
source condition
(1)
stochastic optimization
(1)
Papers
Learning with Selectively Labeled Data from Multiple Decision-makers
ICML 2025
Contextual Linear Optimization with Bandit Feedback
NIPS 2024
Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond
JMLR 2024
Inference on Strongly Identified Functionals of Weakly Identified Functions
COLT 2023
Minimax Instrumental Variable Regression and $L_2$ Convergence Guarantees without Identification or Closedness
COLT 2023
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning
ICML 2022
Smooth Contextual Bandits: Bridging the Parametric and Non-differentiable Regret Regimes
COLT 2020
Interval Estimation of Individual-Level Causal Effects Under Unobserved Confounding
AISTATS 2019
Causal Inference with Noisy and Missing Covariates via Matrix Factorization
NIPS 2018