On Symplectic Optimization

10 February 2018

Papers citing "On Symplectic Optimization"

15 / 15 papers shown

Title
Accelerating optimization over the space of probability measures Shi Chen Wenxuan Wu Yuhang Yao Stephen J. Wright 29 4 0 06 Oct 2023
Accelerated First-Order Optimization under Nonlinear Constraints Michael Muehlebach Michael I. Jordan 48 3 0 01 Feb 2023
On Quantum Speedups for Nonconvex Optimization via Quantum Tunneling Walks Yizhou Liu Weijie J. Su Tongyang Li 24 17 0 29 Sep 2022
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents Alessandro Barp Lancelot Da Costa G. Francca Karl J. Friston Mark Girolami Michael I. Jordan G. Pavliotis 31 25 0 20 Mar 2022
On Constraints in First-Order Optimization: A View from Non-Smooth Dynamical Systems Michael Muehlebach Michael I. Jordan 39 18 0 17 Jul 2021
Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization Peiyuan Zhang Antonio Orvieto Hadi Daneshmand Thomas Hofmann Roy S. Smith 27 9 0 23 Feb 2021
On dissipative symplectic integration with applications to gradient-based optimization G. Francca Michael I. Jordan René Vidal 19 47 0 15 Apr 2020
From Nesterov's Estimate Sequence to Riemannian Acceleration Kwangjun Ahn S. Sra 22 73 0 24 Jan 2020
Shadowing Properties of Optimization Algorithms Antonio Orvieto Aurelien Lucchi 30 18 0 12 Nov 2019
Continuous Time Analysis of Momentum Methods Nikola B. Kovachki Andrew M. Stuart 20 32 0 10 Jun 2019
Accelerated Flow for Probability Distributions Amirhossein Taghvaei P. Mehta 40 30 0 10 Jan 2019
Understanding the Acceleration Phenomenon via High-Resolution Differential Equations Bin Shi S. Du Michael I. Jordan Weijie J. Su 17 251 0 21 Oct 2018
Continuous-time Models for Stochastic Optimization Algorithms Antonio Orvieto Aurelien Lucchi 16 31 0 05 Oct 2018
Direct Runge-Kutta Discretization Achieves Acceleration Junzhe Zhang Aryan Mokhtari S. Sra Ali Jadbabaie 19 107 0 01 May 2018
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights Weijie Su Stephen P. Boyd Emmanuel J. Candes 108 1,154 0 04 Mar 2015