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

1 result for “TNTK”

A Neural Tangent Kernel Perspective of Infinite Tree Ensemblescs.LG

This paper introduces TNTK to study infinite soft tree ensembles.

problem Understanding the behavior of infinite soft tree ensembles.

method Introduced Tree Neural Tangent Kernel (TNTK) to analyze infinite soft tree ensembles.

result Identified several non-trivial properties of infinite soft tree ensembles.

TNTK infinite soft trees global convergence equivalence of oblivious tree structure degeneracy

2021-09-10abs ↗pdf ↗