Tag: stochastic gradient descent

Convergence analysis of Stochastic Gradient Descent (SGD) when a function is L-smooth and non-convex

by Brave Learn | Jun 18, 2023 | Optimization | 0

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

by Brave Learn | May 25, 2023 | Optimization, Stochastic Systems | 0

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

by Brave Learn | May 23, 2023 | Optimization, Stochastic Systems | 0

Wanted to implement SGD on MNIST? Read more to find out!

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