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• W3037931094 abstract "We study and provide exposition to several phenomena that are related to the perceptron’s compression. One theme concerns modifications of the perceptron algorithm that yield better guarantees on the margin of the hyperplane it outputs. These modifications can be useful in training neural networks as well, and we demonstrate them with some experimental data. In a second theme, we deduce conclusions from the perceptron’s compression in various contexts." @default.
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• W3037931094 date "2020-01-01" @default.
• W3037931094 modified "2023-10-02" @default.
• W3037931094 title "On the Perceptron’s Compression" @default.
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• W3037931094 doi "https://doi.org/10.1007/978-3-030-51466-2_29" @default.
• W3037931094 hasPublicationYear "2020" @default.
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