Statistical Learning

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Machine Learning

Perceptron Is Not SGD: A Better Interpretation Through Pseudogradients

Towards AI Team

28 likes

February 24, 2021

Author(s): Francesco Orabona, Ph.D. Actual conversation with my wife (Image from xkcd.com) There is a popular interpretation of the Perceptron as a stochastic (sub)gradient descent procedure. I even found slides online with this idea. The thought of so many young minds twisted by these …

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Perceptron Is Not SGD: A Better Interpretation Through Pseudogradients

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