ResearchTrend.AI
Is There an Analog of Nesterov Acceleration for MCMC?
v1v2 (latest)

Is There an Analog of Nesterov Acceleration for MCMC?

Yian Ma
Niladri Chatterji
Xiang Cheng
Nicolas Flammarion
Peter L. Bartlett
Michael I. Jordan
    BDL
ArXiv (abs)PDFHTML

Papers citing "Is There an Analog of Nesterov Acceleration for MCMC?"

5 / 55 papers shown
Title
Optimal Convergence Rate of Hamiltonian Monte Carlo for Strongly Logconcave Distributions
Optimal Convergence Rate of Hamiltonian Monte Carlo for Strongly Logconcave Distributions
Zongchen Chen
Santosh Vempala
84
65
0
07 May 2019
Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices
Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices
Santosh Vempala
Andre Wibisono
150
269
0
20 Mar 2019
Breaking Reversibility Accelerates Langevin Dynamics for Global Non-Convex Optimization
Breaking Reversibility Accelerates Langevin Dynamics for Global Non-Convex Optimization
Xuefeng Gao
Mert Gurbuzbalaban
Lingjiong Zhu
100
31
0
19 Dec 2018
Sampling Can Be Faster Than Optimization
Sampling Can Be Faster Than Optimization
Yian Ma
Yuansi Chen
Chi Jin
Nicolas Flammarion
Michael I. Jordan
72
186
0
20 Nov 2018
Asymptotic Analysis via Stochastic Differential Equations of Gradient Descent Algorithms in Statistical and Computational Paradigms
Asymptotic Analysis via Stochastic Differential Equations of Gradient Descent Algorithms in Statistical and Computational Paradigms
Yazhen Wang
87
17
0
27 Nov 2017