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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.

168,695 papers · 148 categories

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48 results for isotropic representations

Spinor representation in isotropic space via Laguerre geometry.

problem Representing conformal and constant mean curvature surfaces in isotropic space.
method Developing Laguerre geometry of isotropic space, defining spin transformations, and constructing Weierstrass and Kenmotsu representations.
result Explicit constructions of zero mean curvature and constant mean curvature surfaces.

This work extends holomorphic surface representations to isotropic space.

problem Representing minimal surfaces in simply isotropic space with degenerate metrics.
method Developed new forms of Weierstrass and Björling representations for isotropic minimal surfaces.
result Holomorphic representations of isotropic minimal surfaces are achieved.

New method improves representation learning from non-i.i.d. and non-isotropic data.

problem Improving representation learning from non-i.i.d. and non-isotropic data.
method Introducing a new adaptation of alternating minimization-descent scheme to reduce noise scaling.
result Established linear convergence to optimal representation with noise scaling down with total source data size.

The paper analyzes how grid cells perform path integration and learns hexagon grid patterns.

problem Understanding how grid cells perform path integration calculations.
method Theoretical analysis of a general representation model of path integration by grid cells, identifying group representation and isotropic scaling conditions.
result The learned model of hexagon grid patterns is capable of accurate long distance path integration.

We investigate a certain class of solvable metric Lie algebras. For this purpose a theory of twofold extensions associated to an orthogonal representation of an abelian Lie algebra is developed. Among other things, we obtain a classification scheme for indecomposable metric Lie algebras with maximal isotropic centre an…

2002-09-26abs ↗pdf ↗

Continuous representation of words is a standard component in deep learning-based NLP models. However, representing a large vocabulary requires significant memory, which can cause problems, particularly on resource-constrained platforms. Therefore, in this paper we propose an isotropic iterative quantization (IIQ) appr…

2020-01-11abs ↗pdf ↗

We define a notion of isotropic surfaces in O\mathbb{O}, i.e. on which some canonical symplectic forms vanish. Using the cross-product in O\mathbb{O} we define a map ρ ⁣:Gr_2(O)S6ρ\colon Gr\_2(\mathbb{O})\to S^6 from the Grassmannian of O\mathbb{O} to S6S^6. This allows us to associate to each surface ΣΣ of O\mathbb{O} a fun…

2005-11-10abs ↗pdf ↗

In variational autoencoders, the prior on the latent codes zz is often treated as an afterthought, but the prior shapes the kind of latent representation that the model learns. If the goal is to learn a representation that is interpretable and useful, then the prior should reflect the ways in which the high-level fact…

2018-10-16abs ↗pdf ↗

We define the notion of affine Anosov representations of word hyperbolic groups into the affine group SO0(n+1,n)R2n+1\mathsf{SO}^0(n+1,n)\ltimes\mathbb{R}^{2n+1}. We then show that a representation ρρ of a word hyperbolic group is affine Anosov if and only if its linear part Lρ\mathtt{L}_ρ is Anosov in SO0(n+1,n)\mathsf{SO}^0(n+1,n) with …

2017-11-27abs ↗pdf ↗

The paper examines Randers metrics with isotropic scalar curvature properties.

problem Characterizing Randers metrics with specific scalar curvature properties.
method Analyzes properties of Randers metrics with isotropic scalar curvature.
result Proves that Randers metrics with weakly isotropic scalar curvature have isotropic SS-curvature and are either Minkowskian or Riemannian.

New spectral mixture representation for isotropic kernels simplifies random Fourier features.

problem Applying Random Fourier Features to complex kernels.
method Decompose isotropic kernels into scale mixtures of α-stable random vectors.
result Constructive spectral sampling formula for various kernels.

Superconformal surfaces in Euclidean space are the ones for which the ellipse of curvature at any point is a nondegenerate circle. They can be characterized as the surfaces for which a well-known pointwise inequality relating the intrinsic Gauss curvature with the extrinsic normal and mean curvatures, due to Wintgen (\…

2014-03-06abs ↗pdf ↗

Study physical work done by isotropic vector forces along isotropic curves.

problem Investigate physical work done by isotropic vector forces.
method Analyze forces represented by isotropic vectors acting along isotropic curves on a manifold with specific metric structures.
result Calculate the work done by isotropic vector forces along isotropic curves.

In this paper, we construct a new class of Finsler manifolds called generalized isotropic Berwald manifolds which is an extension of the class of isotropic Berwald manifolds. We prove that every generalized isotropic Berwald manifold is a generalized Douglas-Weyl manifold. On a compact generalized isotropic Berwald man…

2013-02-12abs ↗pdf ↗

The paper studies hanging chains and surfaces in degenerate geometries.

problem Investigating hanging chains and surfaces in simply isotropic plane and space.
method Characterizing catenaries and proving them as minimal surfaces in the simply isotropic space.
result The simply isotropic catenary is the generating curve of a minimal surface of revolution.

Extends a formula for the homomorphism defect of a signature map to coloured braids.

problem Evaluate the homomorphism defect of a signature map for coloured braids.
method Uses a 4-dimensional interpretation of the signature and new 4D tools like the Maslov index and isotropic functor.
result Generalizes the formula of Gambaudo and Ghys to coloured braids and tangles.

In this paper we will show that a Lagrangian, Lorentzian surface M12M^2_1 in a complex pseudo space form M~12(4c)\widetilde M^2_1 (4c) is pseudo-isotropic if and only if MM is minimal. Next we will obtain a complete classification of all Lagrangian, Lorentzian surfaces which are lightlike pseudo-isotropic but not pseudo-isot…

2016-10-05abs ↗pdf ↗

We show that for m>n2m>n\geq 2, there are at least two exact isotropic nn-tori in Cm\mathbb{C}^m which are not Hamiltonian isotopic in Cm\mathbb{C}^m, even though they are smoothly isotopic as isotropic nn-tori. We apply this discovery to obtain more distinct non-exact isotropic tori in Cm\mathbb{C}^m.

2016-03-30abs ↗pdf ↗

Study classifies zero mean curvature surfaces with planar curvature lines.

problem Characterizing surfaces with specific curvature properties.
method Complete classification and investigation of their relationship to Thomsen-type surfaces.
result Zero mean curvature surfaces with planar curvature lines belong to a 1-parameter family.

The study of Laguerre isotropic hypersurfaces with rigidity and isoparametric properties.

problem Characterizing and understanding Laguerre isotropic hypersurfaces.
method Analyzing hypersurfaces with zero Laguerre form and constant eigenvalues of the Laguerre tensor.
result For L-isotropic hypersurfaces, if they are also L-isoparametric, the constant λλ must be zero.

This paper aims to provide a description of totally isotropic Willmore two-spheres and their adjoint transforms. We first recall the isotropic harmonic maps which are introduced by Hélein, Xia-Shen and Ma for the study of Willmore surfaces. Then we derive a description of the normalized potential (some Lie algebra valu…

2016-04-10abs ↗pdf ↗

Study surfaces with constant ratio of principal curvatures in Euclidean and isotropic geometries.

problem Characterize surfaces with constant ratio of principal curvatures in different geometries.
method Differential geometry, line geometry, Lie sphere geometry, ordinary differential equations, algebraic geometry.
result Characterized various types of surfaces like rotational, channel, ruled, helical, and translational.

Paper classifies Randers metrics based on Ricci curvature properties.

problem Investigating isotropic projective Ricci curvature in Randers metrics.
method Classification of Randers metrics based on isotropic projective Ricci curvature properties.
result Randers metric of isotropic projective Ricci curvature is reversible if and only if it is of square projective Ricci curvature.

The study finds compact vacuum static spaces with positive isotropic curvature are spheres or products of a circle and sphere.

problem Characterizing compact vacuum static spaces with positive isotropic curvature.
method Proving isometric equivalence to spheres or product spaces.
result Compact vacuum static spaces with positive isotropic curvature are isometric to spheres or product spaces.

Let Rn+1,nR^{n+1, n} be the vector space R2n+1R^{2n+1} equipped with the bilinear form (X,Y)=XtCnY(X,Y)=X^t C_n Y of index nn, where Cn=i=12n+1(1)n+i1ei,2n+2iC_n= \sum_{i=1}^{2n+1} (-1)^{n+i-1} e_{i, 2n+2-i}. A smooth γ:RRn+1,nγ: R\to R^{n+1,n} is {\it isotropic} if γ,γx,,γx(2n)γ, γ_x, \ldots, γ_x^{(2n)} are linearly independent and the span of γ,,γx(n1)γ, \ldots, γ_x^{(n-1)} is …

2016-08-26abs ↗pdf ↗

The study examines surfaces in isotropic space with specific Gauss map properties.

problem Understanding surfaces in simply isotropic space with degenerate metric.
method Investigates surfaces with Gauss map coordinates as eigenfunctions of the Laplace-Beltrami operator for minimal and parabolic normals.
result Identifies surfaces characterized by eigenfunction properties of the Gauss map.

The paper studies conformally flat cubic metrics with isotropic curvature, finding they must be Minkowski.

problem Understanding conformal properties of cubic metrics with isotropic scalar curvature.
method Analyzing the conformal flatness and isotropic scalar curvature of cubic metrics.
result Cubic metrics with weakly isotropic scalar curvature must be Minkowski metrics.

Main Theorem (3.3): Let MM be a compact four-dimensional manifold either with curvature, positive on complex isotropic two-planes, or self-dual of positive scalar curvature. If π1(M)π_1 (M) admits a nontrivial unitary representation, and MM is orientable, then there exists a surjective homomorphism from π1(M)π_1 (M) on $\b…

1995-03-28abs ↗pdf ↗

In this paper, we study the second approximate Matsumoto metric on a manifold M. We prove that F is of scalar flag curvature and isotropic S-curvature if and only if it is isotropic Berwald metric with almost isotropic flag curvature.

2014-07-31abs ↗pdf ↗

We consider smooth isotropic immersions from the 2-dimensional torus into R2nR^{2n}, for n2n \geq 2. When n=2n = 2 the image of such map is an immersed Lagrangian torus of R4R^4. We prove that such isotropic immersions can be approximated by arbitrarily C0C^0-close piecewise linear isotropic maps. If n3n \geq 3 the piece…

2018-02-23abs ↗pdf ↗