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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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15314661 · Jun 202019922001200920172026
48 results for basic eigenvalues

Paper provides lower bounds for eigenvalues on singular Riemannian foliations.

problem Lower bounds for the first non-zero basic eigenvalue on singular Riemannian manifolds.
method Generalized Zhong-Yang and Shi-Yang estimates for singular Riemannian foliations with basic mean curvature.
result Rigidity result when the first basic eigenvalue equals a specific value.

In this paper, we prove the invariance of the spectrum of the basic Dirac operator defined on a Riemannian foliation (M,F)(M,\mathcal{F}) with respect to a change of bundle-like metric. We then establish new estimates for its eigenvalues on spin flows in terms of the O'Neill tensor and the first eigenvalue of the Dirac op…

2008-09-14abs ↗pdf ↗

Paper proposes Roweisposes for 3D action recognition using generalized eigenvalue problem.

problem Need for basic methods in 3D action recognition.
method Roweisposes uses Roweis discriminant analysis for generalized subspace learning.
result Roweisposes is effective for 3D action recognition.

The paper investigates exotic smooth structures on manifolds with group actions.

problem Existence of homeomorphic but not diffeomorphic smooth manifolds with shared basic spectra.
method Investigates Riemannian Laplacian eigenvalues and eigenfunctions on manifolds with compact Lie group actions.
result Establishes the existence of homeomorphic yet not diffeomorphic manifolds with shared basic spectra.

On a closed 4-dimensional Riemannian manifold, we give a lower bound for the square of the first eigenvalue of the Yamabe operator in terms of the total Branson's Q-curvature. As a consequence, if the manifold is spin, we relate the first eigenvalue of the Dirac operator to the total Branson's Q-curvature. On a closed …

2007-09-04abs ↗pdf ↗

The dynamics of the equal-time cross-correlation matrix of multivariate financial time series is explored by examination of the eigenvalue spectrum over sliding time windows. Empirical results for the S&P 500 and the Dow Jones Euro Stoxx 50 indices reveal that the dynamics of the small eigenvalues of the cross-correlat…

2010-02-01abs ↗pdf ↗

In this paper, we consider a Riemannian manifold (M, g) endowed with a Riemannian flow and we study the curvature term in the Bochner-Weitzenb{ö}ck formula of the basic Laplacian on M. We prove that this term splits into two parts. The first part depends mainly on the curvature operator of the underlying manifold M and…

2018-08-13abs ↗pdf ↗

We consider the problem of approximating the set of eigenvalues of the covariance matrix of a multivariate distribution (equivalently, the problem of approximating the "population spectrum"), given access to samples drawn from the distribution. The eigenvalues of the covariance of a distribution contain basic informati…

2016-01-30abs ↗pdf ↗

We investigate the computational complexity of several basic linear algebra primitives, including largest eigenvector computation and linear regression, in the computational model that allows access to the data via a matrix-vector product oracle. We show that for polynomial accuracy, Θ(d)Θ(d) calls to the oracle are nece…

2019-11-06abs ↗pdf ↗

The Guillemin-Uribe trace formula is a semiclassical version of the Selberg trace formula and more general Duistermaat-Guillemin formula for elliptic operators on compact manifolds, which reflects the dynamics of magnetic geodesic flows in terms of eigenvalues of a natural differential operator (the magnetic Laplacian)…

2019-01-17abs ↗pdf ↗

Mathematical study of learning long-term integration in linear RNNs.

problem How do linear recurrent neural networks learn to integrate over long timescales?
method Analytical study of linear RNNs trained to integrate white noise and damped oscillatory filters.
result Learning dynamics are described by low-dimensional effective equations for outlier eigenvalues.

Power-law spectrum of random feature model is preserved in neural networks.

problem Preserving power-law spectrum in neural networks through random feature model.
method Characterized eigenvalues of population random-feature covariance using dyadic head-tail decomposition and Wick chaos expansions.
result Power-law exponent αα is inherited from input covariance, modified by a logarithmic correction.

One says that a smooth manifold M is a pseudo-Riemannian manifold of signature (p,q) if the tangent bundle TM is equipped with a smooth non-degenerate symmetric inner product g of signature (p,q). Similarly one says that M is an affine manifold if TM is equipped with a torsion free connection. One says g is Osserman if…

2007-08-09abs ↗pdf ↗

Paper presents a randomized algorithm for SPCA with high probability approximation.

problem Sparse Principal Component Analysis (SPCA) is NP-hard.
method Based on basic SDP relaxation, the algorithm constructs deterministic and randomized solutions.
result The algorithm achieves an approximation ratio of at most the sparsity constant with high probability.

Study on deformations of Einstein and nearly G2 structures in 3-Sasaki manifolds.

problem Deformation theory of Einstein and nearly G2 structures in 3-Sasaki manifolds.
method Systematic study of deformation theory, focusing on infinitesimal deformations and their parametrization via eigenfunctions of the basic Laplacian.
result Infinitesimal Einstein deformations of g1/5g_{1/\sqrt{5}} coincide with infinitesimal G2G_2 deformations of φ1/5\varphi_{1/\sqrt{5}}.

This paper is a tutorial for eigenvalue and generalized eigenvalue problems. We first introduce eigenvalue problem, eigen-decomposition (spectral decomposition), and generalized eigenvalue problem. Then, we mention the optimization problems which yield to the eigenvalue and generalized eigenvalue problems. We also prov…

2019-03-25abs ↗pdf ↗

Let MnM^n be an nn-dimensional umbilic-free hypersurface in the (n+1)(n+1)-dimensional Lorentzian space form M1n+1(c)M^{n+1}_1(c). Three basic invariants of MnM^n under the conformal transformation group of M1n+1(c)M^{n+1}_1(c) are a 11-form CC, called conformal 11-form, a symmetric (0,2)(0,2) tensor BB, called conformal second fun…

2017-02-19abs ↗pdf ↗

We make a detailed study of various (quadratic and linear) Morse-Bott trace functions on the orthogonal groups O(n)O(n). We describe the critical loci of the quadratic trace function Tr(AXBXT)(AXBX^T) and determine their indices via perfect fillings of tables associated with the multiplicities of the eigenvalues of AA and $B…

2018-07-16abs ↗pdf ↗

The paper explores inequalities between eigenvalues on Riemannian manifolds.

problem Investigating relationships between eigenvalues on Riemannian manifolds.
method Constructing gradient estimates for a first eigenfunction to derive inequalities.
result Obtained some relationships between weighted pp-Laplacian first eigenvalues.

Study compares eigenvalues on spherically symmetric manifolds to Euclidean balls.

problem Comparing eigenvalues on spherically symmetric manifolds to Euclidean balls.
method Examines Dirichlet Laplace eigenvalues on balls of spherically symmetric manifolds and Euclidean space.
result Eigenvalues on spherically symmetric manifolds are smaller for small radii, but larger for hyperbolic spaces.

The paper sets lower bounds for Laplacian eigenvalues and clamped plate problem eigenvalues.

problem Eigenvalues of the Laplace operator and clamped plate problem.
method Sharp lower bounds for Laplacian eigenvalues and clamped plate problem eigenvalues.
result Sharp lower bounds for Laplacian eigenvalues and clamped plate problem eigenvalues.

We introduce the notion of Hermitian Higgs bundle as a natural generalization of the notion of Hermitian vector bundle and we study some vanishing theorems concerning Hermitian Higgs bundles when the base manifold is a compact complex manifold. We show that a first vanishing result, proved for these objects when the ba…

2014-04-29abs ↗pdf ↗

In this paper we study eigenvalues of the closed eigenvalue problem of the Witten-Laplacian on an nn-dimensional compact Riemannian manifold. Estimates for eigenvalues are given. As applications, we give a sharp upper bound for the kthk^{\text{th}} eigenvalue and for isoparametric minimal hypersurfaces in the unit sphe…

2013-04-11abs ↗pdf ↗

For a bounded domain ΩΩ with a piecewise smooth boundary in an nn-dimensional Euclidean space Rn\mathbf{R}^{n}, we study eigenvalues of the Dirichlet eigenvalue problem of the Laplacian. First we give a general inequality for eigenvalues of the Laplacian. As an application, we study lower order eigenvalues of the Lap…

2011-04-28abs ↗pdf ↗

We define a new version of the exterior derivative on the basic forms of a Riemannian foliation to obtain a new form of basic cohomology that satisfies Poincaré duality in the transversally orientable case. We use this twisted basic cohomology to show relationships between curvature, tautness, and vanishing of the basi…

2010-07-17abs ↗pdf ↗

The paper provides estimates for eigenvalues of elliptic differential problems.

problem Computing eigenvalue estimates for elliptic differential problems.
method Analytical computation of eigenvalues for specific types of elliptic differential equations.
result Universal estimates of eigenvalues and gaps between consecutive eigenvalues are derived.

Sharp bounds derived for the first two Steklov eigenvalues of exterior domains.

problem Finding bounds for the first two eigenvalues of Steklov eigenvalue problems on exterior domains.
method Sharp lower and upper bounds derived using the support function and distance function to the origin of the boundary.
result Sharp bounds for the first two eigenvalues of Steklov eigenvalue problems on exterior domains.

In this paper we construct a family of complex analytic manifolds that generalize Inoue surfaces and Oeljeklaus-Toma manifolds. To a matrix MM in SL(N,Z)SL(N,\mathbb{Z}) satisfying some mild conditions on its characteristic polynomial we associate a manifold T(M,D)T(M,\mathbf{D}) (depending on an auxiliary parameter $\mathbf{D…

2019-06-18abs ↗pdf ↗

Improved lower bounds for poly-Laplacian eigenvalues in arbitrary dimensions.

problem Lower bounds for higher eigenvalues of the poly-Laplacian operator.
method Sharp inequalities and eigenvalue bounds in low and arbitrary dimensions.
result Improved lower bounds for eigenvalues of the poly-Laplacian in arbitrary dimensions.