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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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2 results for “logifold”

Logifold: A Geometrical Foundation of Ensemble Machine Learningcs.LG

Logifold improves ensemble machine learning by identifying fuzzy domains.

problem Improving ensemble machine learning accuracy.

method Formulating logifold structure and interpreting local charts of datasets.

result Logifold improves accuracy compared to averaging model outputs.

ensemble machine learning logifold fuzzy domains mathematical foundation

2024-07-23abs ↗pdf ↗

A logifold structure on measure spacemath.DG

Develops a logifold structure for understanding datasets.

problem Understanding and classifying complex datasets.

method Local-to-global approach using measure-theoretical models.

result Improves accuracy in data classification problems.

logifold structure measure space data classification fuzzy domains

2024-05-09abs ↗pdf ↗