Constrained Exploration via Reflected Replica Exchange Stochastic
Gradient Langevin Dynamics

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Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics

International Conference on Machine Learning (ICML), 2024

13 May 2024

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Papers citing "Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics"

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Title
An Evolutionary Multi-objective Optimization for Replica-Exchange-based Physics-informed Operator Learning Network B.-L. Lu Changhong Mou Guang Lin 134 2 0 31 Aug 2025
Accelerating Constrained Sampling: A Large Deviations Approach Yingli Wang Changwei Tu Xiaoyu Wang Lingjiong Zhu 171 0 0 09 Jun 2025
LAPD: Langevin-Assisted Bayesian Active Learning for Physical Discovery Cindy Xiangrui Kong Haoyang Zheng Guang Lin AI4CE 181 0 0 04 Mar 2025
Muti-Fidelity Prediction and Uncertainty Quantification with Laplace Neural Operators for Parametric Partial Differential Equations Haoyang Zheng Guang Lin AI4CE 176 1 0 01 Feb 2025
LES-SINDy: Laplace-Enhanced Sparse Identification of Nonlinear Dynamical Systems Haoyang Zheng Guang Lin 154 4 0 04 Nov 2024