Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data

Xuran Meng; Difan Zou; Yuan Cao

2024 ICML ICML 2024

Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Xuran Meng, Difan Zou, Yuan Cao

Topics

Machine Learning > Core Methods > Classification Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Architectures > Neural Networks

Keywords

sample complexity gradient descent signal-to-noise ratio xor problem label-flipping noises relu cnn

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