Zeyu Zhou

Latest

• From Invariant Representations to Invariant Data: Provable Robustness to Spurious Correlations via Noisy Counterfactual Matching
• Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments
• Counterfactual Fairness by Combining Factual and Counterfactual Predictions
• Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models
• Efficient Federated Domain Translation
• Iterative Alignment Flows