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Papers
A Fast and Accurate ANN-SNN Conversion Algorithm with Negative Spikes
IJCAI 2025
The effect of Leaky ReLUs on the training and generalization of overparameterized networks
AISTATS 2024
Implicit Bias in Leaky ReLU Networks Trained on High-Dimensional Data
ICLR 2023
Implicit Bias of Gradient Descent for Two-layer ReLU and Leaky ReLU Networks on Nearly-orthogonal Data
NeurIPS 2023
Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation
ICML 2023
Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise
ICML 2021
SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data
ICLR 2018