A Theory of Optimistically Universal Online Learnability for General Concept ClassesNeural Information Processing Systems (NeurIPS), 2025 |
Multiclass Learnability Beyond the PAC Framework: Universal Rates and
Partial Concept ClassesNeural Information Processing Systems (NeurIPS), 2022 |
Universal Regression with Adversarial ResponsesAnnals of Statistics (Ann. Stat.), 2022 |
Universal Online Learning: an Optimistically Universal Learning RuleAnnual Conference Computational Learning Theory (COLT), 2022 |
Universal Online Learning with Bounded Loss: Reduction to Binary
ClassificationAnnual Conference Computational Learning Theory (COLT), 2021 |