"stochastic gradient langevin dynamics" Papers

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A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning

Minyoung Kim, Timothy Hospedales

AAAI 2025paperarXiv:2410.10417
2
citations

The Polynomial Stein Discrepancy for Assessing Moment Convergence

Narayan Srinivasan, Matthew Sutton, Christopher Drovandi et al.

ICML 2025arXiv:2412.05135

Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics

Haoyang Zheng, Hengrong Du, Qi Feng et al.

ICML 2024arXiv:2405.07839
7
citations