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Researcher profile

Zhiwei Steven Wu

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization

    2020 · arXiv (Cornell University)

    Domain generalization is the problem of machine learning when the training data and the test data come from different data domains. We present a simple theoretical model of learning to generalize across domains in which …

  2. Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference

    2025 · arXiv (Cornell University)

    Differential privacy (DP) auditing aims to provide empirical lower bounds on the privacy guarantees of DP mechanisms like DP-SGD. While some existing techniques require many training runs that are prohibitively costly, recent work introduces one-run …