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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.

169,051 papers · 148 categories

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12.5%25.0%37.5%50.0% · May 199419922001200920182026
48 results for spectral simplicial

Researchers calculate spectral dimension of complex networks using renormalization group theory.

problem Understanding diffusion properties in complex systems.
method Renormalization group theory applied to graph Laplacians of simplicial complexes.
result Spectral dimension decreases with randomness in topological structure.

Spectral simplicial theory improves feature selection for complex data.

problem Complex data sets and high-dimensional feature spaces require efficient feature selection methods.
method Extends spectral techniques to abstract simplicial complexes, incorporating topological data analysis.
result Spectral simplicial methods provide a unified approach for feature selection in multi-modal genomic data.

Proposes a probabilistic framework for stationary topological signals on simplicial complexes.

problem Complex data structures require new models and tools.
method Generalizes stationarity to topological signals on simplicial complexes.
result Defines topological power spectral density (PSD) for stationary signals.

The study explores discrete versions of Riemannian geometry structures on manifolds.

problem Understanding the relationship between discrete structures and continuous Riemannian geometry.
method Surveying and analyzing discrete counterparts of Riemannian geometry concepts on graphs and simplicial complexes.
result Recent developments include Cheeger type inequalities for higher-dimensional simplicial complexes and Floer type constructions.

A notion of up and down Grover walks on simplicial complexes are proposed and their properties are investigated. These are abstract Szegedy walks, which is a special kind of unitary operators on a Hilbert space. The operators introduced in the present paper are usual Grover walks on graphs defined by using combinatoria…

2017-06-29abs ↗pdf ↗

Solved Cheeger inequalities for simplicial complexes, combining topological and graph theoretic methods.

problem Extend Cheeger inequalities to simplicial complexes and their higher order Laplacians.
method Combining constructions from simplicial topology, signed graphs, Gromov filling radii, and interpolating between 1-Laplacians and 2-Laplacians.
result Developed a general theory for p-Laplacians on simplicial complexes and proved Cheeger-type inequalities.

Detect anomalies in complex networks using topological subspace detectors.

problem Detect anomalies in complex networks defined by simplicial complexes.
method Formulate a hypothesis testing framework using Neyman-Pearson matched topological subspace detectors.
result Effective detection of anomalies in foreign currency exchange networks and other real-world data.

Homological stability for sequences of groups is often proved by studying the spectral sequence associated to the action of a typical group in the sequence on a highly-connected simplicial complex whose stabilizers are related to previous groups in the sequence. In the case of mapping class groups of manifolds, suitabl…

2015-08-18abs ↗pdf ↗

These are expanded notes of a course given in Grenoble in june 2004. After a brief description of the harmonic map proof of Margulis' superrigidity and arithmeticity theorems, it is shown how the method might generalize to fundamental groups of simplicial complexes whose links have large enough nonlinear spectral gaps,…

2006-12-23abs ↗pdf ↗

In graph theory there are intimate connections between the expansion properties of a graph and the spectrum of its Laplacian. In this paper we define a notion of combinatorial expansion for simplicial complexes of general dimension, and prove that similar connections exist between the combinatorial expansion of a compl…

2012-07-03abs ↗pdf ↗

We study the spectral gap of the Erdős--Rényi random graph through the connectivity threshold. In particular, we show that for any fixed δ>0δ> 0 if p(1/2+δ)lognn,p \ge \frac{(1/2 + δ) \log n}{n}, then the normalized graph Laplacian of an Erdős--Rényi graph has all of its nonzero eigenvalues tightly concentrated around 11. We est…

2012-01-02abs ↗pdf ↗

It was pointed out to us that the proof of a crucial lemma (Lemma 5.3) in the paper is incorrect. Thus the approximation theorem (Theorem 0.1) for L^2 torsion of an amenable covering of a finite simplicial complex remains unproved. However, results and proofs of the first four sections (in particular, the approximation…

2000-08-28abs ↗pdf ↗

The settings for homotopical algebra---categories such as simplicial groups, simplicial rings, AA_\infty spaces, EE_\infty ring spectra, etc.---are often equivalent to categories of algebras over some monad or triple TT. In such cases, TT is acting on a nice simplicial model category in such a way that TT descends…

2013-01-08abs ↗pdf ↗

In this paper we elaborate a general homotopy-theoretic framework in which to study problems of descent and completion and of their duals, codescent and cocompletion. Our approach to homotopic (co)descent and to derived (co)completion can be viewed as \infty-category-theoretic, as our framework is constructed in the …

2010-01-10abs ↗pdf ↗

Introduces a framework for rational homotopy theory in diffeological spaces.

problem Challenges in rational homotopy theory for smooth spaces with arbitrary fundamental groups.
method Utilizes local systems over simplicial sets and a model structure for diffeological spaces.
result Establishes an equivalence between fibrewise rational diffeological spaces and algebraic local systems.

Two de Rham complexes in diffeology are compared using a factor map.

problem Comparing two de Rham complexes in diffeology.
method Using a factor map to connect the two de Rham complexes and Čech--de Rham spectral sequence.
result Singular de Rham cohomology of irrational torus is isomorphic to tensor product of original de Rham cohomology and exterior algebra.

Integral foliated simplicial volume is a version of simplicial volume combining the rigidity of integral coefficients with the flexibility of measure spaces. In this article, using the language of measure equivalence of groups we prove a proportionality principle for integral foliated simplicial volume for aspherical m…

2014-03-18abs ↗pdf ↗

We define the ideal simplicial volume for compact manifolds with boundary. Roughly speaking, the ideal simplicial volume of a manifold MM measures the minimal size of possibly ideal triangulations of MM "with real coefficients", thus providing a variation of the ordinary simplicial volume defined by Gromov in 1982, t…

2018-02-14abs ↗pdf ↗

We consider the relation between simplicial volume and two of its variants: the stable integral simplicial volume and the integral foliated simplicial volume. The definition of the latter depends on a choice of a measure preserving action of the fundamental group on a probability space. We show that integral foliated s…

2015-06-18abs ↗pdf ↗

We study the multiscale simplicial flat norm (MSFN) problem, which computes flat norm at various scales of sets defined as oriented subcomplexes of finite simplicial complexes in arbitrary dimensions. We show that the multiscale simplicial flat norm is NP-complete when homology is defined over integers. We cast the mul…

2011-05-25abs ↗pdf ↗

New cochain algebra for diffeological spaces connects de Rham and singular cohomologies.

problem Incompatibility of de Rham and singular cohomologies in diffeology.
method Introduces a new singular de Rham complex and proves it quasi-isomorphic to the original de Rham complex for manifolds and spaces with singularities.
result The new cochain complex resolves the incompatibility issue in diffeology.

The simplicial volume introduced by Gromov provides a topologically accessible lower bound for the minimal volume. Lafont and Schmidt proved that the simplicial volume of closed, locally symmetric spaces of non-compact type is positive. In this paper, we present a generalization of this result to certain non-compact lo…

2007-06-26abs ↗pdf ↗

We provide sharp lower bounds for the simplicial volume of compact 33-manifolds in terms of the simplicial volume of their boundaries. As an application, we compute the simplicial volume of several classes of 33-manifolds, including handlebodies and products of surfaces with the interval. Our results provide the firs…

2012-08-02abs ↗pdf ↗

Extends circle pattern theorem to quasi-simplicial triangulations.

problem Characterize circle patterns on quasi-simplicial triangulated surfaces.
method Use finite covering technique to reduce problem to simplicial case, prove characterization by KAT inequalities.
result Curvature image is characterized by KAT inequalities.

Investigates simplicial volume over finite fields and compares it with other coefficients.

problem Examines simplicial volume over Fp\mathbb{F}_p coefficients.
method Analyzes simplicial volume and gradient invariants over Fp\mathbb{F}_p coefficients, comparing with other coefficient rings.
result Compares simplicial volumes and Betti numbers over different coefficient rings.

Mixes higher-order simplicial complexes for data augmentation.

problem Lack of labeled data for complex systems with multiway interactions.
method Proposes mixup mechanisms for simplicial complexes, including linear and nonlinear mixup, and a convex clustering mixup.
result Synthetic simplicial complexes interpolate between existing data based on homomorphism densities.