Przemyslaw A. Grabowicz

Assistant Professor, College of Information and Computer Science, University of Massachusetts, Amherst

1 paper at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Fair Representation Learning with Controllable High Confidence Guarantees via Adversarial Inference

#1411 · Yuhong Luo, Austin Hoag, Xintong Wang, Philip S. Thomas, Przemyslaw A. Grabowicz

We introduce a representation learning framework that provides high-confidence fairness guarantees with controllable error thresholds and confidence levels via adversarial inference.