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- 20:23, 18 May 2024 Rice talk contribs created page Dropout regularization (Created page with "Category:Machine Learning '''Dropout regularization''' behaves quite differently than other regularization techniques. Instead of penalizing large weights in the loss function, it adds a layer that randomly ignores neurons at every full-pass. Dropout regularization is controlled by hyperparameter '''dropout rate'''. For example, a dropout rate of 0.2 means that 20% of input neurons will be ignored.")