Convergence analysis of Stochastic Gradient Descent (SGD) when a function is L-smooth and non-convex
How SGD converge for smooth and non-convex functions. Read more to find out!
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Performance comparison of gradient descent (GD) and stochastic gradient descent (SGD) method on MNIST dataset
Does SGD perform better than GD? Read out more to see its effect on MNIST dataset
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Mastering Stochastic Gradient Descent algorithm with the MNIST Dataset
Wanted to implement SGD on MNIST? Read more to find out!
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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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