Concepedia

Xiaojie Mao

XM

15

Publications

531

Citations

12

H-Index

2018

Active since

Affiliations

Cornell University(Current)

Tsinghua University

Xiaojie Mao is an author at Cornell University specializing in data science, statistics, and engineering.

Top concepts

StatisticsEngineeringData ScienceBiasPublic PolicyDiscriminationCausal InferenceComputer ScienceAlgorithmic FairnessPredictive Analytics

Publications per year

2018–2022

15

Publications

15

Fairness Under Unawareness

Jiahao Chen, Nathan Kallus, Xiaojie Mao et al. · 2019 · 132 citations · Full text

Public Policy, Bias Detection, Engineering +15

Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination

Nathan Kallus, Xiaojie Mao, Angela Zhou · Management Science · 2021 · 70 citations

Engineering, Verification, Discrimination +23

Assessing algorithmic fairness with unobserved protected class using data combination

Nathan Kallus, Xiaojie Mao, Angela Zhou · 2020 · 58 citations

Engineering, Verification, Discrimination +23

Stochastic Optimization Forests

Nathan Kallus, Xiaojie Mao · Management Science · 2022 · 44 citations

Mathematical Programming, Stochastic Optimization Forests, Engineering +17

Interval Estimation of Individual-Level Causal Effects Under Unobserved Confounding

Nathan Kallus, Xiaojie Mao, Angela Zhou · arXiv (Cornell University) · 2018 · 33 citations · Full text

Unobserved Confounding, Engineering, Cate Function Maps +15

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