Acceleration via Symplectic Discretization of High-Resolution
Differential Equations

Acceleration via Symplectic Discretization of High-Resolution Differential Equations

11 February 2019

Weijie J. Su

Michael I. Jordan

Papers citing "Acceleration via Symplectic Discretization of High-Resolution Differential Equations"

6 / 6 papers shown

Title
Understanding the Acceleration Phenomenon via High-Resolution Differential Equations Bin Shi S. Du Michael I. Jordan Weijie J. Su 42 256 0 21 Oct 2018
Direct Runge-Kutta Discretization Achieves Acceleration J.N. Zhang Aryan Mokhtari S. Sra Ali Jadbabaie 93 108 0 01 May 2018
On Symplectic Optimization M. Betancourt Michael I. Jordan Ashia Wilson 111 94 0 10 Feb 2018
How To Make the Gradients Small Stochastically: Even Faster Convex and Nonconvex SGD Zeyuan Allen-Zhu ODL 57 169 0 08 Jan 2018
A Variational Perspective on Accelerated Methods in Optimization Andre Wibisono Ashia Wilson Michael I. Jordan 80 572 0 14 Mar 2016
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights Weijie Su Stephen P. Boyd Emmanuel J. Candes 149 1,161 0 04 Mar 2015