Ma, Mingchen

8 publications

NeurIPS 2025 Robust Regression of General ReLUs with Queries Ilias Diakonikolas, Daniel Kane, Mingchen Ma

ICML 2025 Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos

NeurIPS 2024 Active Classification with Few Queries Under Misspecification Vasilis Kontonis, Mingchen Ma, Christos Tzamos

NeurIPS 2024 Active Learning of General Halfspaces: Label Queries vs Membership Queries Ilias Diakonikolas, Daniel M. Kane, Mingchen Ma

ICML 2024 Fast Co-Training Under Weak Dependence via Stream-Based Active Learning Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos

ICML 2023 Buying Information for Stochastic Optimization Mingchen Ma, Christos Tzamos

NeurIPS 2023 The Gain from Ordering in Online Learning Vasilis Kontonis, Mingchen Ma, Christos Tzamos

COLT 2022 Clustering with Queries Under Semi-Random Noise Alberto Del Pia, Mingchen Ma, Christos Tzamos