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.

168,742 papers · 148 categories

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0.3%0.5%0.8%0.1% · Jan 202219922001200920172026
2 results for “NAS-Bench-Suite”
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxiescs.LG

Study accelerates NAS research with a large dataset of ZC proxies.

problem Speeding up neural architecture search with ZC proxies.
method Created NAS-Bench-Suite, evaluated 13 ZC proxies across 28 tasks, and provided a unified codebase.
result ZC proxies capture substantial complementary information and can improve NAS algorithm performance.
Zero-cost proxiesNeural architecture searchNAS-Bench-SuiteInformation-theoretic analysisBias reduction
2022-10-06abs ↗pdf ↗