Convergence and Dynamical Behavior of the ADAM Algorithm for Nonconvex Stochastic Optimization
Author:
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Subject
Theoretical Computer Science,Software
Link
https://epubs.siam.org/doi/pdf/10.1137/19M1263443
Reference16 articles.
1. On the convergence of the proximal algorithm for nonsmooth functions involving analytic features
2. THE HEAVY BALL WITH FRICTION METHOD, I. THE CONTINUOUS DYNAMICAL SYSTEM: GLOBAL EXPLORATION OF THE LOCAL MINIMA OF A REAL-VALUED FUNCTION BY ASYMPTOTIC ANALYSIS OF A DISSIPATIVE DYNAMICAL SYSTEM
3. Constant step stochastic approximations involving differential inclusions: stability, long-run convergence and applications
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