Active Learning of General Halfspaces: Label Queries vs Membership QueriesNeural Information Processing Systems (NeurIPS), 2024 |
Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold
Functions with Nasty NoiseInternational Conference on Machine Learning (ICML), 2023 |
Semi-verified PAC Learning from the CrowdInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
Sample-Optimal PAC Learning of Halfspaces with Malicious NoiseInternational Conference on Machine Learning (ICML), 2021 |
Efficient PAC Learning from the Crowd with Pairwise ComparisonsInternational Conference on Machine Learning (ICML), 2020 |