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Non-reversible Parallel Tempering for Deep Posterior Approximation

Non-reversible Parallel Tempering for Deep Posterior Approximation

20 November 2022
Wei Deng
Qian Zhang
Qi Feng
F. Liang
Guang Lin
ArXivPDFHTML

Papers citing "Non-reversible Parallel Tempering for Deep Posterior Approximation"

5 / 5 papers shown
Title
Enhancing Gradient-based Discrete Sampling via Parallel Tempering
Enhancing Gradient-based Discrete Sampling via Parallel Tempering
Luxu Liang
Yuhang Jia
Feng Zhou
60
0
0
26 Feb 2025
Muti-Fidelity Prediction and Uncertainty Quantification with Laplace Neural Operators for Parametric Partial Differential Equations
Muti-Fidelity Prediction and Uncertainty Quantification with Laplace Neural Operators for Parametric Partial Differential Equations
Haoyang Zheng
Guang Lin
AI4CE
50
0
0
01 Feb 2025
Constrained Exploration via Reflected Replica Exchange Stochastic
  Gradient Langevin Dynamics
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics
Haoyang Zheng
Hengrong Du
Qi Feng
Wei Deng
Guang Lin
39
4
0
13 May 2024
Diffusive Gibbs Sampling
Diffusive Gibbs Sampling
Wenlin Chen
Mingtian Zhang
Brooks Paige
José Miguel Hernández-Lobato
David Barber
27
7
0
05 Feb 2024
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
276
5,661
0
05 Dec 2016
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