Xiaojie Mao

11 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-2985-1741

School of Economics and Management and Research Center for Contemporary Management, Tsinghua University , Beijing 100084 , China

Publications

• What, Why, and How: An Empiricist’s Guide to Double/Debiased Machine Learning — Information Systems Research 2026
• Online Joint Assortment-Inventory Optimization Under MNL Choices — Operations Research 2026
• Inference on strongly identified functionals of weakly identified functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
• Long-term causal inference under persistent confounding via data combination — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
• On the role of surrogates in the efficient estimation of treatment effects with limited outcome data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
• Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Stochastic Optimization Forests — Management Science 2023
• Fast Rates for Contextual Linear Optimization — Management Science 2022
• Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination — Management Science 2022
• Smooth Contextual Bandits: Bridging the Parametric and Nondifferentiable Regret Regimes — Operations Research 2022
• The promises of multiple experiments: identifying joint distribution of potential outcomes — Journal of the Royal Statistical Society: Series B (Statistical Methodology)