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Global Convergence of Third-Order Langevin Dynamics for Non-Convex Optimization via Simulated Annealing

arXiv:2609.28611v1 Announce Type: cross Abstract: We study global convergence guarantees of third-order Langevin dynamics for non-convex optimization via simulated annealing with fixed friction and decreasing noise. An explicit three-block distorted entropy transfers dissipation from the noisy auxi…

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  1. 2026-09-25 04:00 · arXiv stat.ML
    Global Convergence of Third-Order Langevin Dynamics for Non-Convex Optimization via Simulated Annealing

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