conftrace_

single neuron

11 papers

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Co-occurring keywords

relu activation (93) gradient descent (1144) adversarial label noise (13) activation function (133) robust learning (120) statistical query (50) non-convex optimization (547) nonconvex optimization (316) learning theory (519) distributional shift (60)

Papers

Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise NIPS 2024
Robustly Learning a Single Neuron via Sharpness ICML 2023
Over-Parameterization Exponentially Slows Down Gradient Descent for Learning a Single Neuron COLT 2023
Learning a Single Neuron for Non-monotonic Activation Functions AISTATS 2022
Hardness of Learning a Single Neuron with Adversarial Label Noise AISTATS 2022
The role of optimization geometry in single neuron learning AISTATS 2022
Learning a Single Neuron with Adversarial Label Noise via Gradient Descent COLT 2022
SQ Lower Bounds for Learning Single Neurons with Massart Noise NIPS 2022
Learning a Single Neuron with Bias Using Gradient Descent NIPS 2021
Learning a Single Neuron with Gradient Methods COLT 2020
Agnostic Learning of a Single Neuron with Gradient Descent NIPS 2020