adversarial label noise

Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise NeurIPS 2024 Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models NeurIPS 2024 Testable Learning of General Halfspaces with Adversarial Label Noise COLT 2024 Efficient Testable Learning of Halfspaces with Adversarial Label Noise NeurIPS 2023 Robustly Learning a Single Neuron via Sharpness ICML 2023 Hardness of Learning a Single Neuron with Adversarial Label Noise AISTATS 2022 Learning a Single Neuron with Adversarial Label Noise via Gradient Descent COLT 2022 Learning General Halfspaces with Adversarial Label Noise via Online Gradient Descent ICML 2022 Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise ICML 2021 ReLU Regression with Massart Noise NeurIPS 2021 Non-Convex SGD Learns Halfspaces with Adversarial Label Noise NeurIPS 2020 On the Error Resistance of Hinge-Loss Minimization NeurIPS 2020 Learning Halfspaces with Malicious Noise JMLR 2009