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02/21/2019
Interplay Between Optimization and Generalization of Stochastic Gradient Descent with Covariance Noise
The choice of batch-size in a stochastic optimization algorithm plays a ...
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08/30/2018
A Coordinate-Free Construction of Scalable Natural Gradient
Most neural networks are trained using first-order optimization methods,...
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07/05/2018
