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.

168,695 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Oct 202519922001200920172026
1 result for “K-DAREK”
K-DAREK: Distance Aware Error for Kurkova Kolmogorov Networkscs.LG

K-DAREK improves KKANs for efficient function approximation with robust error bounds.

problem Efficient function approximation with uncertainty quantification for large-scale problems.
method Developed a novel learning algorithm, K-DAREK, for KKANs.
result Established robust error bounds that are distance-aware, improving efficiency and scalability.
Kolmogorov-Arnold networksK-DAREKdistance-aware errorfunction approximationuncertainty quantification
2025-10-24abs ↗pdf ↗