conftrace_

weak approximation

2 papers

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Co-occurring keywords · papers mentioning both

stochastic modified equation (2) stochastic differential equation (2) stochastic gradient descent (2) adaptive stochastic gradient (1) hyperparameter adjustment (1) adaptive hyperparameter (1) nesterov accelerated gradient (1) momentum method (1) optimal control (1)

Papers

Stochastic Modified Equations and Dynamics of Stochastic Gradient Algorithms I: Mathematical Foundations JMLR 2019 Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms ICML 2017