On PAC Learning Using Winnow, Perceptron, and a Perceptron-Like Algorithm (1999)

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On pac learning using winnow, perceptron, and a perceptron-like algorithm.

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On PAC learning using Winnow, Perceptron, and a Perceptron-like algorithm

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PAC Analogues of Perceptron and Winnow Via Boosting the Margin

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Online Learning contd * The Perceptron Algorithm * Perceptron for Approximately Maximizing the Margins * Kernel Functions

Online learning contd * the perceptron algorithm * perceptron for approximately maximizing the margins * kernel functions.

The Perceptron algorithm vs. Winnow: linear vs. logarithmic mistake bounds when few input variables are relevant (1995)

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Every Linear Threshold Function has a Low-Weight Approximator

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Smooth boosting and linear threshold learning with malicious noise.