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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.

168,695 papers · 148 categories

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1 result for “pseudo-guaranteed”

Materials Discovery using Max K-Armed Banditstat.ML

New algorithm improves materials discovery using max K-Armed Bandit.

problem Maximizing material breakthroughs in materials discovery.

method Proposed a search algorithm based on max K-Armed Bandit (MKB) for materials discovery.

result Stable performance in late search stages, outperforming other bandit algorithms.

materials discovery max K-Armed Bandit upper confidence bound pseudo-guaranteed asymptotic oracle

2022-12-16abs ↗pdf ↗