 Binary Classification with Confidence DifferenceNeural Information Processing Systems (NeurIPS), 2023 |
 Transferring Annotator- and Instance-dependent Transition Matrix for
Learning from CrowdsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 |
 Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold
Functions with Nasty NoiseInternational Conference on Machine Learning (ICML), 2023 |
 List-Decodable Sparse Mean EstimationNeural Information Processing Systems (NeurIPS), 2022 |
 Semi-verified PAC Learning from the CrowdInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
 On the Power of Localized Perceptron for Label-Optimal Learning of
Halfspaces with Adversarial NoiseInternational Conference on Machine Learning (ICML), 2020 |