Jul 3, 2018 · This paper introduces the mathematical formulation of the population risk minimization problem in deep learning as a mean-field optimal control ...
Dec 13, 2018 · This paper introduces the mathematical formulation of the population risk minimization problem in deep learning as a mean-field optimal control ...
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This paper introduces the mathematical formulation of the population risk minimization problem in deep learning as a mean-field optimal control problem, ...
Jul 3, 2018 · terized by a mean-field PMP) and its empirical risk minimization counter-part. Page 3. A Mean-Field Optimal Control Formulation of Deep Learning.
This paper introduces the mathematical formulation of the population risk minimization problem in deep learning as a mean-field optimal control problem.
Apr 1, 2019 · A Mean-Field Optimal Control. Formulation of Deep Learning. Jiequn Han. Department of Mathematics,. Princeton University. Joint work with Weinan ...
CSE19 - MS35-1: A Mean-field Optimal Control Formulation of Deep Learning · Overview · Resources ...
Keywords: Deep learning, mean-field optimal control, necessary optimality conditions. Abstract: In this talk, I will discuss some of the results of [3] in which ...
Duration: 26:16
Posted: Sep 6, 2019
Posted: Sep 6, 2019
Jul 3, 2018 · This paper introduces the mathematical formulation of the population risk minimization problem in deep learning as a mean-field optimal control ...