Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks

Xiaodong Cui, Wei Zhang, Zoltán Tüske, Michael Picheny

Neural Information Processing Systems 

Withaback-offstrategyin the SGD step and an elitist strategy in the evolution step, it guarantees that the best fitness in the population will never degrade.

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