CS 201 Reimagining Gradient Descent: Large Stepsize, Oscillation

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Stochastic Gradient Descent with Large Learning Rate

Gradient Descent Method - an overview

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optimization - ADAM Gradient descent oscillates close to minimum - Cross Validated

CS 201, Reimagining Gradient Descent: Large Stepsize, Oscillation, and Acceleration, JINGFENG WU, UC Berkeley

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Lecture 7: Gradient Descent (and Beyond)

CS 201- Jon Postel Distinguished Lecture: Finding Very Damaging Needles in Very Large Haystacks, VERN PAXSON, UC Berkeley

Stochastic Approximation to Gradient Descent

Gradient Descent Problems and Solutions in Neural Networks