A Multi-Batch L-BFGS Method for Machine Learning

Albert S. Berahas, Jorge Nocedal, Martin Takac

Neural Information Processing Systems 

In order to improve the learning process, we follow a multi-batch approach in which the batch changes at each iteration.

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