8.3 Sparse instances. Suppose each input vector xt, t 2 [T], coincides with the tth unit vector...

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8.3 Sparse instances. Suppose each input vector xt, t 2 [T], coincides with the tth unit vector of RT . How many updates are required for the Perceptron algorithm to converge? Show that the number of updates matches the margin bound of theorem 8.8.

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Foundations Of Machine Learning

ISBN: 9780262351362

2nd Edition

Authors: Mehryar Mohri, Afshin Rostamizadeh

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