Zhi Geng

Causal Attribution Analysis for Continuous Outcomes

Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models

Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables

Local Identifying Causal Relations in the Presence of Latent Variables

Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness

Principle Counterfactual Fairness

A Local Method for Satisfying Interventional Fairness with Partially Known Causal Graphs

Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference

Debiased Collaborative Filtering with Kernel-Based Causal Balancing

Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments

Towards Relaxing the Unbiasedness Condition of Doubly Robust Estimators for Debiased Recommendation

Counterfactual Fairness from Partially DAGs: A General Min-Max Optimization Framework

Rethinking Counterfactual Fairness: On Which Individuals to Enforce, and How?