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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 “bi-forms”

Potential functions in information geometry via bi-formsmath.DG

Develops a framework for potentials on Lauritzen manifolds using bi-forms.

problem Developing a framework for potentials on Lauritzen manifolds using bi-forms.

method Developing a framework for potentials on Lauritzen manifolds using bi-forms.

result Constructing a canonical contrast bi-form on dually curvature-free Lauritzen manifolds.

Lauritzen manifolds bi-forms contrast function pre-contrast function

2026-06-16abs ↗pdf ↗

Bi-forms Approach to Potential Functions in Information Geometrymath.DG

Bi-forms extend contrast functions to handle torsion in information geometry.

problem Insufficient contrast-based approaches for geometric structures with torsion.

method Introducing contrast bi-forms, a generalization of contrast functions.

result Bi-forms provide a unified framework for statistical potentials.

information geometry contrast functions torsion affine connections teleparallel geometry

2025-11-08abs ↗pdf ↗