Distribution of the threshold for the symmetric perceptron

Ashwin Sah, Mehtaab Sawhney

2023 IEEE 64TH ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE, FOCS（2023）

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摘要

We derive an explicit distribution for the threshold sequence of the symmetric binary perceptron with Gaussian disorder, proving that the critical window is of constant width.

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关键词

perceptron,scaling window

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