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.

169,341 papers · 148 categories

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2 results for “web-structure”

Geometry of webs of algebraic curvesmath.AG

Study how local differential geometry affects global algebraic geometry of curves.

problem Understand the relationship between local and global algebraic geometry of curves.

method Investigate the web-structure of algebraic curves and its differential geometry.

result Local differential geometry determines global algebraic geometry of Fano manifolds up to biregular equivalences.

algebraic curves web-structure differential geometry Fano manifolds Picard number 1

2016-05-17abs ↗pdf ↗

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraintscs.AI

Study reduces gender bias in web data used for image recognition.

problem Gender bias in web data amplifies in machine learning models.

method Inject corpus-level constraints for calibrating structured prediction models.

result Bias amplification decreased by 47.5% and 40.5% for multilabel classification and visual semantic role labeling.

gender bias web data structured prediction corpus-level constraints bias amplification

2017-07-29abs ↗pdf ↗