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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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48 results for geography effect

Geography and distance impact financial dynamics in Chinese stock markets.

problem Investigate the impact of geography and distance on financial dynamics in Chinese stock markets.
method Daily data analysis of individual stocks in Shanghai and Shenzhen stock markets, focusing on geographical correlation and distance effect.
result Stock location impacts financial dynamics, except during financial crises. Short distance has higher probability than long distance, and correlation weakly decays with distance in Shanghai but remains stable in Shenzhen.

New findings restrict Heegaard Floer homology for certain rational homology spheres.

problem The LL-space conjecture or Heegaard Floer homology geography.
method Verification of a stronger geography restriction for rational homology spheres.
result Heegaard Floer homology satisfies a stronger geography restriction for a wide class of rational homology spheres.

The geography problem is usually stated for simply connected symplectic 4-manifolds. When the first cohomology is nontrivial, however, one can restate the problem taking into account how close the symplectic manifold is to satisfying the conclusion of the Hard Lefschetz Theorem, which is measured by a nonnegative integ…

2005-05-02abs ↗pdf ↗

Scoping review of EO-ML methods for causal inference in poverty geography.

problem Lack of thorough documentation and best practices for EO-ML methods in causal analysis.
method Comprehensive scoping review cataloging five principal approaches.
result Detailed protocol for integrating EO data into causal analysis.

Geography problem for nonorientable surfaces bounded by knots.

problem Bounding and computing the nonorientable 4-genus of knots.
method Analysis of existing methods, relationships between Betti number and normal Euler class, exploration of families of torus knots, use of Ozsváth-Szabó d-invariant.
result Improvement on the bound for some knots using the Upsilon invariant.

This work aims to study the Portuguese regional agglomeration process, using the linear form the New Economic Geography models that emphasize the importance of spatial factors (distance, costs of transport and communication) in explaining of the concentration of economic activity in certain locations. In a theoretical …

2011-10-25abs ↗pdf ↗

Spin Lefschetz fibrations can represent any group and lattice point.

problem Representing groups and lattice points using Lefschetz fibrations.
method Proving any finitely presented group and admissible lattice point can be realized as a spin Lefschetz fibration.
result Spin Lefschetz fibrations can represent any group and lattice point.

The study creates symplectic Lefschetz fibrations and rational blowdowns for new 4-manifolds.

problem Creating symplectic Lefschetz fibrations and rational blowdowns for new 4-manifolds.
method Producing simply connected, minimal, symplectic Lefschetz fibrations and rationally blowing down Lefschetz fibrations with clustered nodal fibers.
result New constructions of small symplectic exotic 4-manifolds.

Describes the Teichmüller stack and its variants, answering questions about orbifold points and local models.

problem Understanding the structure and properties of Teichmüller stacks and their variants.
method Analyzes the Teichmüller stack and its variants using the compactness of cycle spaces in the Kähler setting.
result Detailed answers to questions about orbifold points and local models in Teichmüller stacks and variants.

The study explores relations between various knot invariants.

problem Understanding the relationships between different knot invariants.
method Defined a relation between maps from knot types to sets X and Y, and determined specific relations for various knot invariants.
result Determined relations between crossing number, unknotting number, bridge number, braid index, genus, and canonical genus.

Waymo Open Dataset provides a large, diverse, and synchronized LiDAR and camera dataset for autonomous driving research.

problem Limited diversity and scale in existing self-driving datasets hinder real-world problem alignment.
method Developed a new large-scale, high-quality, diverse dataset with synchronized LiDAR and camera data.
result The dataset is 15x more diverse than the largest existing dataset based on a proposed diversity metric.

Enhances neural models with simple functions to improve language modeling.

problem Neural models struggle with certain spatial, temporal, or quantitative relationships.
method Integrates simple functions into neural architecture to form a hierarchical NSLM.
result NSLMs significantly reduce perplexity in small-corpus language modeling.

The paper characterizes Einstein 4-manifolds with semi-definite curvature and derives inequalities.

problem Characterizing Einstein 4-manifolds with semi-definite sectional curvature.
method Using pointwise inequalities involving scalar curvature and Weyl curvatures.
result Closed 4-dimensional Einstein metrics saturating the pointwise inequality are completely characterized.

We show that there exist non-formal compact oriented manifolds of dimension nn and with first Betti number b1=b0b_1=b\geq 0 if and only if n3n\geq 3 and b2b\geq 2, or n(72b)n\geq (7-2b) and 0b20\leq b\leq 2. Moreover, we present explicit examples for each one of these cases.

2004-04-29abs ↗pdf ↗

We prove that if a contact manifold (M,ξ)(M,ξ) is supported by a planar open book, then Euler characteristic and signature of any Stein filling of (M,ξ)(M,ξ) is bounded. We also prove a similar finiteness result for contact manifolds supported by spinal open books with planar pages. Moving beyond the geography of Stein filli…

2013-11-01abs ↗pdf ↗

In this paper we construct a family of simply connected, spin, non-complex, symplectic 4-manifolds which cover all but finitely many allowed lattice points (χ,c)(χ, c) lying in 0c8.76χ0 \leq c \leq 8.76χ. Furthermore, as a corollary, we prove that there exist infinitely many exotic smooth structures on (2n+1)(S2×S2)(2n+1)(S^2 \times S^2)

2000-08-22abs ↗pdf ↗

New method generates geolocated synthetic populations from real data.

problem Generating synthetic populations with explicit geographic coordinates.
method Mapping coordinates into a latent space using Normalizing Flows (NF), then combining with other features in a Variational Autoencoder (VAE).
result NF+VAE architecture outperforms existing methods in generating geolocated synthetic populations.

New restrictions found on 4-manifolds with pinched curvature.

problem Restrictions on Euler characteristic and signature of 4-manifolds with pinched curvature.
method Proved new restrictions on Euler characteristic and signature of oriented 4-manifolds with pinched sectional curvature.
result Simply connected 4-manifolds with δsec1δ\leq \sec\leq 1 are homeomorphic to S4S^4 or CP2\mathbb C P^2.

A compact oriented 4-manifold is defined to be of ``superconformal simple type'' if certain polynomials in the basic classes (constructed using the Seiberg-Witten invariants) vanish identically. We show that all known 4-manifolds of b2+>1b_2^+>1 are of superconformal simple type, and that the numerical invariants of 4-man…

1998-12-07abs ↗pdf ↗

The correlation functions of supersymmetric gauge theories on a four-manifold X can sometimes be expressed in terms of topological invariants of X. We show how the existence of superconformal fixed points in the gauge theory can provide nontrivial information about four-manifold topology. In particular, in the example …

1998-12-07abs ↗pdf ↗

Paper proposes efficient multivariate spatial Fay-Herriot models using variational autoencoders.

problem Estimating population characteristics in small areas with limited data.
method Integrates multivariate spatial Fay-Herriot model with variational autoencoders to leverage spatial structure efficiently.
result Significant computational efficiency improvements for high-dimensional datasets.

New method evaluates multiple social disparities using machine learning.

problem Reduction of educational disparities across multiple dimensions.
method Triply-Robust Machine Learning Approach for Causal Decomposition Analysis.
result Simultaneous interventions across multiple domains reduce disparities.

Study shows Conway mutation preserves a specific link invariant.

problem Investigating symmetry properties of peculiar modules.
method Analysis of Heegaard Floer invariants of 4-ended tangles.
result Conway mutation preserves the hat flavor of relatively δ-graded Heegaard Floer theory of links.

The aim of this paper is to analyze the relationship between inter-industry, intra-industry and inter-regional clustering and demand for labor by companies in Portugal. Is expected at the outset that there is more demand for work where the agglomeration is greater. It should be noted, as a summary conclusion, the resul…

2011-10-25abs ↗pdf ↗