๐ฉโ๐พ Contributions by @KGBicheno at [[mini batch_stochastic_gradient_descent_(sgd)]]
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๐ Artificial Intelligence/Introduction to AI/Week 3 - Introduction/Definitions/Mini-Batch_Stochastic_Gradient_Descent_(Sgd).md by @KGBicheno โ raw
mini-batch stochastic gradient descent (SGD)
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A gradient descent algorithm that uses mini-batches. In other words, mini-batch SGD estimates the gradient based on a small subset of the training data. Vanilla SGD uses a mini-batch of size 1.
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