Delegated ClassificationNeural Information Processing Systems (NeurIPS), 2023 |
Evaluating Self-Supervised Learning via Risk DecompositionInternational Conference on Machine Learning (ICML), 2023 |
Multiclass Learnability Beyond the PAC Framework: Universal Rates and
Partial Concept ClassesNeural Information Processing Systems (NeurIPS), 2022 |
The Shape of Learning Curves: a ReviewIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |