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Applications of Stochastic Gradient Descent for Optimization of Complex Systems with Uncertainty
The Stochastic Gradient Descent (SGD) method in all its variations has gained popularity with the recent progress in Machine learning. In this dissertation we implement and analyze two modifications of the SGD method. In ...