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Fast Convergence for Langevin Diffusion with Manifold Structure
v1v2 (latest)

Fast Convergence for Langevin Diffusion with Manifold Structure

13 February 2020
Ankur Moitra
Andrej Risteski
ArXiv (abs)PDFHTML

Papers citing "Fast Convergence for Langevin Diffusion with Manifold Structure"

5 / 5 papers shown
The Effects of Invertibility on the Representational Complexity of
  Encoders in Variational Autoencoders
The Effects of Invertibility on the Representational Complexity of Encoders in Variational AutoencodersInternational Conference on Learning Representations (ICLR), 2021
Divyansh Pareek
Andrej Risteski
DRL
192
0
0
09 Jul 2021
Riemannian Langevin Algorithm for Solving Semidefinite Programs
Riemannian Langevin Algorithm for Solving Semidefinite Programs
Mufan Li
Murat A. Erdogdu
525
35
0
21 Oct 2020
Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet
  Log-Sobolev
Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-SobolevNeural Information Processing Systems (NeurIPS), 2020
Tianlin Li
Qi Lei
Ioannis Panageas
311
20
0
11 Oct 2020
Efficient sampling from the Bingham distribution
Efficient sampling from the Bingham distributionInternational Conference on Algorithmic Learning Theory (ALT), 2020
Rong Ge
Holden Lee
Jianfeng Lu
Andrej Risteski
261
7
0
30 Sep 2020
Fast Mixing of Multi-Scale Langevin Dynamics under the Manifold
  Hypothesis
Fast Mixing of Multi-Scale Langevin Dynamics under the Manifold Hypothesis
Adam Block
Youssef Mroueh
Alexander Rakhlin
Jerret Ross
271
17
0
19 Jun 2020
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