Wang, Puqian

7 publications

COLT 2025 Robustly Learning Monotone Generalized Linear Models via Data Augmentation Nikos Zarifis, Puqian Wang, Ilias Diakonikolas, Jelena Diakonikolas

NeurIPS 2025 Robustly Learning Monotone Single-Index Models Puqian Wang, Nikos Zarifis, Ilias Diakonikolas, Jelena Diakonikolas

ICML 2024 Robustly Learning Single-Index Models via Alignment Sharpness Nikos Zarifis, Puqian Wang, Ilias Diakonikolas, Jelena Diakonikolas

NeurIPS 2024 Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models Puqian Wang, Nikos Zarifis, Ilias Diakonikolas, Jelena Diakonikolas

COLT 2023 Information-Computation Tradeoffs for Learning Margin Halfspaces with Random Classification Noise Ilias Diakonikolas, Jelena Diakonikolas, Daniel M. Kane, Puqian Wang, Nikos Zarifis

NeurIPS 2023 Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise Ilias Diakonikolas, Jelena Diakonikolas, Daniel Kane, Puqian Wang, Nikos Zarifis

ICML 2023 Robustly Learning a Single Neuron via Sharpness Puqian Wang, Nikos Zarifis, Ilias Diakonikolas, Jelena Diakonikolas