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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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3.6%7.1%10.7%14.3% · Oct 199219922001200920172026
20 results for Euclidicity

The study examines Euclid's Book I, focusing on area applications and construction methods.

problem Exploring Euclid's geometric constructions and proofs, particularly those involving area calculations.
method Summarizing medieval editions and ancient commentaries, comparing constructions and proofs.
result Medieval editions often avoid Euclid's use of superposition in area proofs, offering alternative constructions.

Detects singularities in complex data to improve machine learning models.

problem Real-world data often contains non-manifold structures (singularities) that can mislead machine learning models.
method Develops a topological framework to quantify local intrinsic dimension and Euclidicity score for multiple scales.
result Identifies singularities and captures local geometric complexity in image data.

For two positive integers m and n, we let Pn{\mathcal P}_n be the open convex cone in Rn(n+1)/2{\mathbb R}^{n(n+1)/2} consisting of positive definite n x n real symmetric matrices and let R(m,n){\mathbb R}^{(m,n)} be the set of all m x n real matrices. In this article, we investigate differential operators on the non-reductive ma…

2006-11-13abs ↗pdf ↗

A soft presentation of hyperbolic spaces, free of differential apparatus, is offered. Fifth Euclid's postulate in such spaces is overthrown and, among other things, it is proved that spheres (equipped with great-circle distances) and hyperbolic and Euclidean spaces are the only locally compact geodesic (i.e., convex) m…

2018-01-22abs ↗pdf ↗

The three-dimensional Heisenberg group H3H_3 has three left-invariant Lorentz metrics g1g_1, g2g_2 and g3g_3. They are not isometric each other. In this paper, we characterize the left-invariant Lorentzian metric g1g_1 as a Lorentz Ricci soliton. This Ricci soliton g1g_1 is a shrinking non-gradient Ricci soliton. Likew…

2009-06-01abs ↗pdf ↗

Alexandrov spaces are defined via axioms similar to those given by Euclid. The Alexandrov axioms replace certain equalities with inequalities. Depending on the signs of the inequalities, we obtain Alexandrov spaces with curvature bounded above and curvature bounded below. The definitions of the two classes of spaces ar…

2019-03-20abs ↗pdf ↗

This paper is an expansion of my lecture for David Epstein's birthday, which traced a logical progression from ideas of Euclid on subdividing polygons to some recent research on invariants of hyperbolic 3-manifolds. This `logical progression' makes a good story but distorts history a bit: the ultimate aims of the chara…

1997-12-04abs ↗pdf ↗

New bounds for neural networks on curved manifolds improve generalization.

problem Existing generalization theories fail to account for non-Euclidean manifold structures.
method Derive covering number bounds incorporating manifold-specific properties like curvature.
result Sharp Rademacher complexity bounds for neural networks on compact manifolds.

About a decade ago Thurston proved that a vast collection of 3-manifolds carry metrics of constant negative curvature. These manifolds are thus elements of {\em hyperbolic geometry}, as natural as Euclid's regular polyhedra. For a closed manifold, Mostow rigidity assures that a hyperbolic structure is unique when it ex…

1992-10-01abs ↗pdf ↗

Introduces a new geometry based on difference angles, showing unique properties.

problem Defining angles independently of circles or rotations.
method Axiomatic system for difference angles, defining new geometric constructs.
result Explicit confirmation of the concurrency of the parabolic Miquel configuration.

The aim of this paper is to develop a new axiomatization of planar geometry by reinterpreting the original axioms of Euclid. The basic concept is still that of a line segment but its equivalent notion of betweenness is viewed as a topological, not a metric concept. That leads quickly to the notion of connectedness with…

2015-01-01abs ↗pdf ↗

Dark matter in the universe evolves through gravity to form a complex network of halos, filaments, sheets and voids, that is known as the cosmic web. Computational models of the underlying physical processes, such as classical N-body simulations, are extremely resource intensive, as they track the action of gravity in …

2018-01-27abs ↗pdf ↗

PICZL improves photometric redshifts for AGN in all-sky surveys.

problem Challenges in accurately computing photo-z for AGN due to interplay of SMBH and host galaxy emissions.
method PICZL uses an ensemble of CNNs with cross-channel integration of image and catalog data, leveraging Gaussian mixture models.
result PICZL achieves a photo-z variance of 4.5% and outlier fraction of 5.6% on a validation sample of 8098 AGN, outperforming previous methods.