Online Decision MediationNeural Information Processing Systems (NeurIPS), 2023 |
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and
AlgorithmsInternational Conference on Algorithmic Learning Theory (ALT), 2023 |
Theoretically Grounded Loss Functions and Algorithms for Score-Based
Multi-Class AbstentionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Adversarial Resilience in Sequential Prediction via AbstentionNeural Information Processing Systems (NeurIPS), 2023 |
Fairness Indicators for Systematic Assessments of Visual Feature
ExtractorsConference on Fairness, Accountability and Transparency (FAccT), 2022 |
Fast Rates for Online Prediction with AbstentionAnnual Conference Computational Learning Theory (COLT), 2020 |