Algorithms for solving optimization problems arising from deep neural net models: smooth problems

30 Jun 2018Vyacheslav KungurtsevTomas Pevny

Machine Learning models incorporating multiple layered learning networks have been seen to provide effective models for various classification problems. The resulting optimization problem to solve for the optimal vector minimizing the empirical risk is, however, highly nonlinear... (read more)

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