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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.

168,657 papers · 148 categories

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20405979 · Jun 202019922001200920172026
48 results for symplectic matrices

We give here a self contained and elementary introduction to the Conley-Zehnder index for a path of symplectic matrices. We start from the definition of the index as the degree of a map into the circle for a path starting at the identity and ending at a matrix for which 1 is not an eigenvalue. We prove some properties …

2012-01-18abs ↗pdf ↗

Curious structure of special orthogonal, unitary, and symplectic groups as products of Grassmannians discovered.

problem Understanding the structure of special orthogonal, unitary, and symplectic groups.
method Expressing these groups as products of Grassmannians realized as involution matrices.
result Special orthogonal, special unitary, and symplectic groups can be expressed as products of their corresponding Grassmannians.

Smooth resolutions found for quotient of R^2 by infinite discrete groups.

problem Symplectic resolutions of quotient spaces by infinite discrete subgroups.
method Constructing smooth symplectic resolutions for R^2 under infinite discrete subgroups of GL_2(R).
result Minimal resolutions of Du Val singular varieties are symplectic resolutions of R^2/G.

The symplectic representation of mapping classes is not surjective for certain types of mapping classes.

problem The surjectivity of the symplectic representation of mapping classes, particularly pseudo-Anosov ones, is not always preserved.
method Explicit construction of symplectic matrices with a bi-Perron leading eigenvalue that cannot be represented by orientable pseudo-Anosov mapping classes.
result The symplectic representation of orientable pseudo-Anosov mapping classes is not surjective.

We study moduli spaces of meromorphic connections (with arbitrary order poles) over Riemann surfaces together with the corresponding spaces of monodromy data (involving Stokes matrices). Natural symplectic structures are found and described both explicitly and from an infinite dimensional viewpoint (generalising the At…

2020-01-31abs ↗pdf ↗

In this paper many classes of sets of matrices with entries in F (F=R, F=C, F=H) are introduced. Each class with the corresponding topology determines a real analytical, complex or symplectic manifold for F=R, F=C or F=H respectively. Any such family is called to be a set of canonical forms of matrices. The constructio…

2006-11-12abs ↗pdf ↗

The paper studies matrix normalization and graph balancing using a new functional and gradient descent.

problem Matrix normalization and graph balancing.
method A new functional called the non-normal energy, and gradient descent.
result Gradient descent of the non-normal energy converges to balanced graphs and preserves spectra and realness of weights.

Cyclotomic polynomials help classify mapping classes on surfaces.

problem Characterizing mapping classes on surfaces using cyclotomic polynomials.
method Investigating characteristic polynomials of integral symplectic matrices and using cyclotomic polynomials to classify them.
result For n3n \geq 3, the polynomial φn(x)\varphi_n(x) is realized by a mapping class of algebraically finite type if and only if nn has at most two distinct prime divisors.

Anti-diagonal toric generalized Ka¨\ddot{a}hler structures of symplectic type on a compact toric symplectic manifold were investigated in \cite{Wang2} . In this article, we consider \emph{general} toric generalized Ka¨\ddot{a}hler structures of symplectic type, without requiring them to be anti-diagonal. Such a structu…

2018-11-14abs ↗pdf ↗

Abstract classifies Lie algebras with complex or symplectic structures.

problem Classifying Lie algebras with specific structures.
method Analyzing Jordan normal form and restrictions on matrix AA.
result Classification reduces to nilpotent case, with specific structure implications.

A pseudo-Anosov surface automorphism φφ has associated to it an algebraic unit λφλ_φ called the dilatation of φφ. It is known that in many cases λφλ_φ appears as the spectral radius of a Perron-Frobenius matrix preserving a symplectic form LL. We investigate what algebraic units could potentially appear as dilatatio…

2011-04-13abs ↗pdf ↗

The paper generalizes para-Kähler Lie algebras to k-para-Kähler Lie algebras and explores their structures.

problem Characterizing and understanding k-para-Kähler Lie algebras.
method Generalization of para-Kähler Lie algebras to k-para-Kähler Lie algebras, introduction of new structures, determination of Lie algebras.
result Determination of all k-symplectic Lie algebras of dimension (k+1) and six-dimensional 2-para-Kähler Lie algebras.

We consider the problem of sampling from posterior distributions for Bayesian models where some parameters are restricted to be orthogonal matrices. Such matrices are sometimes used in neural networks models for reasons of regularization and stabilization of training procedures, and also can parameterize matrices of bo…

2019-01-23abs ↗pdf ↗

We regard the real symplectic group Sp(2n,R)Sp(2n,\mathbb{R}) as a constraint submanifold of the 2n×2n2n\times 2n real matrices M2n(R)\mathcal{M}_{2n}(\mathbb{R}) endowed with the Euclidean (Frobenius) metric, respectively as a submanifold of the general linear group Gl(2n,R)Gl(2n,\mathbb{R}) endowed with the (left) invariant metric. For…

2018-11-18abs ↗pdf ↗

Characterizes group-equivariant neural networks for three groups.

problem Understanding equivariant neural networks for orthogonal, special orthogonal, and symplectic groups.
method Characterized all possible group-equivariant neural networks for three groups.
result Found spanning sets of matrices for learnable, linear equivariant layer functions.

Paper solves a key problem in learning from high-dimensional covariance matrices.

problem Computing normalizing factors for Riemannian Gaussian distributions on high-dimensional covariance matrices.
method Equivalence with random matrix theory and log-normal matrix ensembles to approximate normalizing factors.
result Efficient approximation of normalizing factors with decreasing error as dimension increases.

Study of presymplectic forms on almost abelian Lie algebras, determining moduli spaces and their finiteness.

problem Determining conditions for the existence of presymplectic forms on almost abelian Lie algebras.
method Analyzing the moduli space of presymplectic forms and using matrix congruence to find canonical representatives.
result The moduli space of presymplectic forms on almost abelian Lie algebras is finite and all forms are permutations of a canonical 2-form.

A positive path in the linear symplectic group $\Sp(2n)$ is a smooth path which is everywhere tangent to the positive cone. These paths are generated by negative definite (time-dependent) quadratic Hamiltonian functions on Euclidean space. A special case are autonomous positive paths, which are generated by time-indepe…

1996-06-18abs ↗pdf ↗

The study finds arithmetic groups often in square-tiled surface monodromies.

problem Understanding arithmetic properties of square-tiled surfaces.
method Analyzing variations of Hodge structures and Kontsevich-Zorich monodromies.
result Arithmetic groups are frequent in low genus square-tiled surfaces.

An algorithm for efficient computation of equivariant neural network layers.

problem Efficiently computing with Brauer's group equivariant neural network layers.
method Category theoretic constructions and Kronecker product matrices.
result Significant reduction in computational cost compared to naive implementation.

Random representations of surface groups approach asymptotic freeness in large nn limit.

problem Asymptotic freeness of Haar unitary matrices for surface groups.
method Interplay between Dehn's work and classical invariant theory.
result Expected value of trace of a fixed non-identity element is bounded as non o\infty.

Random walks on braid groups are transient, with specific closure properties for certain braids.

problem Understanding the behavior of random walks on braid groups and their closure properties.
method Analyzing the symplectic representation of braid groups and polynomial conditions on their matrices.
result Random walks on braid groups are transient, and specific closure properties for certain braids are derived.

Let RR be an infinite commutative ring with identity and n2n\geq 2 be an integer. We prove that for each integer i=0,1,,n2,i=0,1,\cdots ,n-2, the L2L^{2}-Betti number bi(2)(G)=0,b_{i}^{(2)}(G)=0,  \ when G=GLn(R)G=\mathrm{GL}_{n}(R) the general linear group, SLn(R)\mathrm{SL}_{n}(R) the special linear group, % E_{n}(R) the group generated by…

2017-03-01abs ↗pdf ↗

Coupled nonlinear integrable systems are generated from usual zero curvature equation. The relevant Maurer-Cartan forms are constructed by combining suitably chosen matrices (nilpotent, Hadamard, idempotent and k-idempotent) and Lie algebraic elements via Kronecker product. In each case a closure type property among th…

2017-09-22abs ↗pdf ↗

Given a closed symplectic manifold (M,ω)(M,ω) we introduce a certain quantity associated to a tuple of conjugacy classes in the universal cover of the group Ham(M,ω){\hbox{\it Ham}} (M,ω) by means of the Hofer metric on Ham(M,ω){\hbox{\it Ham}} (M,ω). We use pseudo-holomorphic curves involved in the definition of the multiplicative s…

2000-09-11abs ↗pdf ↗

This paper explores the relationship between Leibniz algebras and Nijenhuis operators.

problem Understanding the relationship between Leibniz algebras and Nijenhuis operators.
method Investigation of Nijenhuis operators on Leibniz algebras and classification of Leibniz bialgebras.
result Leibniz algebras are closely related to Nijenhuis operators, and triangular symplectic Leibniz bialgebras possess Nijenhuis operators.

Random matrix ensembles yield uniform distributions on manifolds.

problem Understanding distributions of vectors in random matrix ensembles.
method Analyzing eigenvalues, singular values, and Autonne-Takagi vectors of various random matrix ensembles.
result Uniform distributions on specific manifolds for different types of random matrix ensembles.

We address the question of duality for the dynamical Poisson groupoids of Etingof and Varchenko over a contractible base. We also give an explicit description for the coboundary case associated with the solutions of the classical dynamical Yang-Baxter equation on simple Lie algebras as classified by the same authors. O…

2002-09-17abs ↗pdf ↗

The rational cohomology ring of A_3, the moduli space of abelian 3-folds is computed. This is isomorphic to the the rational cohomology ring of the group Sp_3(Z) of 6x6 integral symplectic matrices. The main ingredients in the computation are (1) Looijenga's computation of the rational cohomology ring of M_3, the modul…

2002-03-06abs ↗pdf ↗

A symplectic manifold (M,ω)(M,ω) is called {\em (symplectically) uniruled} if there is a nonzero genus zero GW invariant involving a point constraint. We prove that symplectic uniruledness is invariant under symplectic blow-up and blow-down. This theorem follows from a general Relative/Absolute correspondence for a symple…

2006-11-20abs ↗pdf ↗

Study on symplectic Dirac operators on foliations, estimating eigenvalues.

problem Estimating eigenvalues of transversely symplectic Dirac operators.
method Analysis of transversely symplectic structures and use of Weitzenbock formula.
result Estimation of lower bounds for eigenvalues of transversely symplectic Dirac operators.

We study topological properties of log-symplectic structures and produce examples of compact manifolds with such structures. Notably we show that several symplectic manifolds do not admit log-symplectic structures and several log-symplectic manifolds do not admit symplectic structures, for example #m CP^2 # n bar(CP^2)…

2013-03-26abs ↗pdf ↗