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2 papers

Convergence and Dynamical Behavior of the ADAM Algorithm for Non-Convex Stochastic Optimization

Anas Barakat, Pascal Bianchi

1810.02263

A general system of differential equations to model first order adaptive algorithms

André Belotto da Silva, Maxime Gazeau

1810.13108