Accelerating Convergence in Global Non-Convex Optimization with Reversible Diffusion

19 May 2023

Papers citing "Accelerating Convergence in Global Non-Convex Optimization with Reversible Diffusion"

7 / 7 papers shown

Title
Adaptive State-Dependent Diffusion for Derivative-Free Optimization Bjorn Engquist Kui Ren Yunan Yang 50 8 0 08 Feb 2023
An Algebraically Converging Stochastic Gradient Descent Algorithm for Global Optimization Bjorn Engquist Kui Ren Yunan Yang 86 6 0 12 Apr 2022
Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-Sobolev Tianlin Li Qi Lei Ioannis Panageas 39 20 0 11 Oct 2020
Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices Santosh Vempala Andre Wibisono 90 269 0 20 Mar 2019
Global Non-convex Optimization with Discretized Diffusions Murat A. Erdogdu Lester W. Mackey Ohad Shamir 69 105 0 29 Oct 2018
Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks Nanyang Ye Zhanxing Zhu Rafał K. Mantiuk 73 21 0 13 Mar 2017
Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis Maxim Raginsky Alexander Rakhlin Matus Telgarsky 73 521 0 13 Feb 2017