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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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1 result for “mode-attracting”

Repelling-Attracting Hamiltonian Monte Carlomath.ST

RAHMC improves sampling from multimodal distributions using dissipative dynamics.

problem Sampling from multimodal distributions efficiently.

method RAHMC uses mode-repelling and mode-attracting stages with a single tuning parameter.

result RAHMC generates proposals that cross low-probability barriers efficiently.

Hamiltonian Monte Carlo multimodal distributions dissipative dynamics mode-repelling mode-attracting

2024-03-07abs ↗pdf ↗