Performance comparison of gradient descent (GD) and stochastic gradient descent (SGD) method on MNIST dataset
One of the most famous algorithms in optimization and machine learning is “Gradient...
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Tag: gradient-descent
Convergence of gradient descent for smooth strongly convex case
We provided the proof of convergence of gradient descent algorithm for smooth and nonconvex case...
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Convergence of gradient descent for smooth and convex case
We provided the proof of convergence of gradient descent algorithm for smooth and nonconvex case...
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Convergence of Gradient Descent for Smooth and Nonconvex Case
We introduce the basics of gradient descent and its python implementation with convergence for a...
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Unraveling the Gradient Descent Algorithm: A Step-by-Step Guide
Introduction The gradient descent algorithm is an optimization technique used to find the minimum...
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