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entropy convergence 1particle methods 1riesz kernels 1sampling algorithms 1stein variational gradient descent 1

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1 paper

math.AP2026

Riesz-Kernel Stein Variational Gradient Descent: Renormalized Entropy and Long-Time Particle Limits

Trevor Teolis, Maarten V. de Hoop

The paper studies Stein variational gradient descent with singular periodic Riesz kernels, removing self-interaction, and proves that the particle system’s empirical distribution c…