Research
On-device research index

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.

168,657 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Mar 202619922001200920172026
1 result for “NUTS-BPS”
A Theoretical Comparison of No-U-Turn Sampler Variants: Necessary and Sufficient Convergence Conditions and Mixing Time Analysis under Gaussian Targetsstat.ML

This paper compares two NUTS variants and analyzes their convergence and mixing times.

problem Theoretical comparison and convergence guarantees of NUTS variants.
method Deriving necessary and sufficient conditions for geometric ergodicity, and analyzing mixing times.
result NUTS-mul and NUTS-BPS have nearly identical qualitative behavior but differ quantitatively in convergence rates.
No-U-Turn SamplerNUTS-mulNUTS-BPSGeometric ErgodicityMixing Time
2026-03-19abs ↗pdf ↗