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Weight-Preserving Simulated Tempering
v1v2v3 (latest)

Weight-Preserving Simulated Tempering

14 August 2018
Nicholas G. Tawn
Gareth O. Roberts
Jeffrey S. Rosenthal
ArXiv (abs)PDFHTML

Papers citing "Weight-Preserving Simulated Tempering"

18 / 18 papers shown
Learned Reference-based Diffusion Sampling for multi-modal distributions
Learned Reference-based Diffusion Sampling for multi-modal distributions
Maxence Noble
Louis Grenioux
Marylou Gabrié
Alain Durmus
DiffM
573
11
0
25 Oct 2024
Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics
Provable Convergence and Limitations of Geometric Tempering for Langevin DynamicsInternational Conference on Learning Representations (ICLR), 2024
Omar Chehab
Anna Korba
Austin Stromme
Adrien Vacher
535
14
0
13 Oct 2024
Accelerate Langevin Sampling with Birth-Death Process and Exploration Component
Accelerate Langevin Sampling with Birth-Death Process and Exploration Component
Lezhi Tan
Jianfeng Lu
273
4
0
06 May 2023
Computing Bayes: From Then 'Til Now'
Computing Bayes: From Then 'Til Now'Statistical Science (Statist. Sci.), 2022
G. Martin
David T. Frazier
Christian P. Robert
364
18
0
01 Aug 2022
Continuously-Tempered PDMP Samplers
Continuously-Tempered PDMP SamplersNeural Information Processing Systems (NeurIPS), 2022
Matthew Sutton
R. Salomone
Augustin Chevallier
Paul Fearnhead
289
1
0
19 May 2022
Can We Do Better Than Random Start? The Power of Data Outsourcing
Can We Do Better Than Random Start? The Power of Data Outsourcing
Yi Chen
Jing-rong Dong
Xin T. Tong
144
0
0
17 May 2022
Convergence Speed and Approximation Accuracy of Numerical MCMC
Convergence Speed and Approximation Accuracy of Numerical MCMCAdvances in Applied Probability (Adv. Appl. Probab.), 2022
Tiangang Cui
Jing-rong Dong
Ajay Jasra
Xin T. Tong
170
2
0
07 Mar 2022
Annealed Leap-Point Sampler for Multimodal Target Distributions
Annealed Leap-Point Sampler for Multimodal Target Distributions
Nicholas G. Tawn
M. Moores
Gareth O. Roberts
285
6
0
24 Dec 2021
Sampling by Divergence Minimization
Sampling by Divergence MinimizationCommunications in statistics. Simulation and computation (Commun. Stat. - Simul. Comput.), 2021
Ameer Dharamshi
V. Ngo
Jeffrey S. Rosenthal
325
5
0
02 May 2021
Parallel Tempering on Optimized Paths
Parallel Tempering on Optimized PathsInternational Conference on Machine Learning (ICML), 2021
Saifuddin Syed
Vittorio Romaniello
Trevor Campbell
Alexandre Bouchard-Côté
179
26
0
15 Feb 2021
Penalised t-walk MCMC
Penalised t-walk MCMCJournal of Statistical Planning and Inference (JSPI), 2020
F. Medina-Aguayo
A. Christen
284
3
0
03 Dec 2020
State-Dependent Temperature Control for Langevin Diffusions
State-Dependent Temperature Control for Langevin DiffusionsSIAM Journal of Control and Optimization (SICON), 2020
Ningyuan Chen
Z. Xu
X. Zhou
456
34
0
15 Nov 2020
Skew Brownian Motion and Complexity of the ALPS Algorithm
Skew Brownian Motion and Complexity of the ALPS AlgorithmJournal of Applied Probability (J. Appl. Probab.), 2020
Gareth O. Roberts
Jeffrey S. Rosenthal
Nicholas G. Tawn
225
6
0
25 Sep 2020
Spectral Gap of Replica Exchange Langevin Diffusion on Mixture
  Distributions
Spectral Gap of Replica Exchange Langevin Diffusion on Mixture Distributions
Jing-rong Dong
Xin T. Tong
277
15
0
29 Jun 2020
Computing Bayes: Bayesian Computation from 1763 to the 21st Century
Computing Bayes: Bayesian Computation from 1763 to the 21st Century
G. Martin
David T. Frazier
Christian P. Robert
415
20
0
14 Apr 2020
A Framework for Adaptive MCMC Targeting Multimodal Distributions
A Framework for Adaptive MCMC Targeting Multimodal Distributions
E. Pompe
Chris Holmes
K. Latuszyñski
320
65
0
06 Dec 2018
Simulated Tempering Langevin Monte Carlo II: An Improved Proof using
  Soft Markov Chain Decomposition
Simulated Tempering Langevin Monte Carlo II: An Improved Proof using Soft Markov Chain Decomposition
Rong Ge
Holden Lee
Andrej Risteski
489
36
0
29 Nov 2018
Optimal Temperature Spacing for Regionally Weight-preserving Tempering
Optimal Temperature Spacing for Regionally Weight-preserving Tempering
Nicholas G. Tawn
Gareth O. Roberts
325
4
0
13 Oct 2018
1
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