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All papers authored by Lu Zhang

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2023 Xiao Han

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, Lu Zhang

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On Root Cause Localization and Anomaly Mitigation through Causal Inference

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Saima Absar, Yongkai Wu, Lu Zhang

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Neural Time-Invariant Causal Discovery from Time Series Data

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Xiao Han, Lu Zhang

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, Yongkai Wu, Shuhan Yuan

Achieving Counterfactual Fairness for Anomaly Detection

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2022 Yaowei Hu, Lu Zhang

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Achieving Long-Term Fairness in Sequential Decision Making

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Wen Huang, Lu Zhang

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, Xintao Wu

Achieving Counterfactual Fairness for Causal Bandit

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Depeng Xu, Shuhan Yuan, Yueyang Wang, Angela Uchechukwu Nwude, Lu Zhang

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, Anna Zajicek, Xintao Wu

Coded Hate Speech Detection via Contextual Information

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2021 Saima Absar, Lu Zhang

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Discovering Time-invariant Causal Structure from Temporal Data

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Yaowei Hu, Yongkai Wu, Lu Zhang

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, Xintao Wu

A Generative Adversarial Framework for Bounding Confounded Causal Effects

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2020 Wen Huan, Yongkai Wu, Lu Zhang

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, Xintao Wu

Fairness through Equality of Effort

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Yaowei Hu, Yongkai Wu, Lu Zhang

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, Xintao Wu

Fair Multiple Decision Making Through Soft Interventions

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2019 Lu Zhang

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Causal Modeling-Based Discrimination Discovery and Removal: Criteria, Bounds, and Algorithms

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Depeng Xu, Yongkai Wu, Shuhan Yuan, Lu Zhang

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, Xintao Wu

Achieving Causal Fairness through Generative Adversarial Networks

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Yongkai Wu, Lu Zhang

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, Xintao Wu

Counterfactual Fairness: Unidentification, Bound and Algorithm

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Yongkai Wu, Lu Zhang

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, Xintao Wu, Hanghang Tong

PC-Fairness: A Unified Framework for Measuring Causality-based Fairness

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2018 Lu Zhang

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, Yue Wang

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Bayesian Network Construction and Genotype-Phenotype Inference Using GWAS Statistics

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