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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.

168,742 papers · 148 categories

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0111 · Jul 202019922001200920172026
1 result for “co-search”
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Startcs.LG

HotNAS reduces AI search time from hundreds of GPU hours to less than 3 GPU hours.

problem High time required for AI solution generation from scratch.
method HotNAS starts from a 'hot' state using pre-trained models and integrates compression during co-search.
result Reduces search time from 200 GPU hours to less than 3 GPU hours.
AI democratizationco-searchmodel zoocompressionhardware design
2020-07-17abs ↗pdf ↗