3 papers
math.PR2026
Target-adapted Green-Bessel SVGD: uniform-in-time propagation of chaos and last-iterate consistency
Trevor Teolis, Maarten V. de Hoop
We prove uniform-in-time propagation of chaos and last-iterate consistency for a target-adapted Stein variational gradient descent (SVGD) flow on compact connected manifolds. The t…
math.AP2026
Riesz-Kernel Stein Variational Gradient Descent: Renormalized Entropy and Long-Time Particle Limits
Trevor Teolis, Maarten V. de Hoop
Stein variational gradient descent (SVGD) transports interacting particles toward a target distribution through deterministic kernelized dynamics. Singular Riesz kernels are attrac…
math-ph2020
Local equilibrium in planar non interacting particle systems
Péter Nándori, Trevor Teolis
Particles are injected to a large planar rectangle through the boundary. Assuming that the particles move independently from one another and the boundary is also absorbing, we iden…