Statistical Learning

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Machine Learning

Perceptron Is Not SGD: A Better Interpretation Through Pseudogradients

Towards AI Team

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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 …

Latest Machine Learning

Understanding Dimensionality Reduction

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December 2, 2019

Author(s): Vikas K Solegaonkar (ThinkPro Systems) Originally published on Towards AI. Python Code Top highlight We all understand that more data means better AI. That sounds great! But, with the recent blast of information, we often end in a problem of too …

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Tag: Statistical Learning

Perceptron Is Not SGD: A Better Interpretation Through Pseudogradients

Understanding Dimensionality Reduction

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