Search Results for author: Pierre-Antoine Mangazol

Found 1 papers, 0 papers with code

On the interplay between noise and curvature and its effect on optimization and generalization

no code implementations18 Jun 2019 Valentin Thomas, Fabian Pedregosa, Bart van Merriënboer, Pierre-Antoine Mangazol, Yoshua Bengio, Nicolas Le Roux

The speed at which one can minimize an expected loss using stochastic methods depends on two properties: the curvature of the loss and the variance of the gradients.

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