This paper extends the single index model to handle nonlinear relationships.
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.
Trend · papers per month
We define two types of local indices of a vector field at an isolated zero on the boundary, and prove Poincare-Hopf-type index theorems for certain vector fields on a compact smooth manifold which have only isolated zeros.
The purpose of this paper is to give a proof of the real part of the Riemann-Roch-Grothendieck theorem for complex flat vector bundles at the differential form level in the even dimensional fiber case. The proof is, roughly speaking, an application of the local family index theorem for a perturbed twisted spin Dirac op…
Let be a compact Riemannian manifold endowed with an isometric action of a compact Lie group. The method of the Witten deformation is used to compute the virtual representation-valued equivariant index of a transversally elliptic, first order differential operator on . The multiplicities of irreducible represent…
Proves a theorem for complex flat vector bundles using differential forms.
Study the spectral flow of Dirac operators on spinor bundles.
Poincaré-Hopf theorem extended to Filippov vector fields on 2D manifolds.
We show that every finite dimensional Hausdorff (not necessarily paracompact, not necessarily second countable) -manifold can be embedded into a weakly complete vector space, i.e. a locally convex topological vector space of the form for an uncountable index set and determine the minimal cardin…
A vector field X on a manifold M with possibly nonempty boundary is inward if it generates a unique local semiflow . A compact relatively open set K in the zero set of X is a block. The Poincaré-Hopf index is generalized to an index for blocks that may meet the boundary. A block with nonzero index is essential. Le…
A new method for multiclass calibration using vector quantization.
Paper discusses natural quasiconvexity and its relation to decomposable sums in risk measures.
Let be a -dimensional complex manifold and two distinct holomorphic self-maps. Suppose that and coincide on a globally irreducible compact hypersurface . We show that if one of the two maps is a local biholomorphism around and, if needed, sits into …
Problems in machine learning (ML) can involve noisy input data, and ML classification methods have reached limiting accuracies when based on standard ML data sets consisting of feature vectors and their classes. Greater accuracy will require incorporation of prior structural information on data into learning. We study …
The paper equates the index of a vector bundle to the manifold's index and introduces an analytic torsion.
The Chern classes of a K-theory class which is represented by a vector bundle with connection admit refinements to Cheeger-Simons classes in Deligne cohomology. In the present paper we consider similar refinements in the case where the classes in K-theory are represented by geometric families of Dirac operators. In low…
The normal map of curves is analyzed as a vector field on a cylinder.
New index formula for hypoelliptic operators on manifolds.
Characterizes loxodromic unit vector fields on punctured spheres.
In this paper, we prove a local equivariant index theorem for sub-signature operators which generalizes the Zhang's index theorem for sub-signature operators.
Defines universal index for orbifold singular points.
We define the "localized index" of longitudinal elliptic operators on Lie groupoids associated to Lie algebroid cohomology classes. We derive a topological expression for these numbers using the algebraic index theorem for Poisson manifolds on the dual of the Lie algebroid. Underlying the definition and computation of …
Suppose that the inverse image of the zero vector by a continuous map has an isolated point . There is a local obstruction to removing this isolated zero by a small perturbation, generalizing the notion of index for vector fields, the case. The existence of a continuous map $g…
These notes form the next episode in a series of articles dedicated to a detailed proof of a cohomological index formula for transversally elliptic pseudo-differential operators and applications. The first two chapters are already available as math.DG/0702575 and arXiv:0711.3898. In this episode, we construct the relat…
Local index formula for Lorentzian Dirac operators on spacetimes.
We study natural families of d-bar operators on the moduli space of stable parabolic vector bundles. Applying a families index theorem for hyperbolic cusp operators from our previous work, we find formulae for the Chern characters of the associated index bundles. The contributions from the cusps are explicitly expresse…
A Poincaré-Hopf theorem in the spirit of Pugh is proven for compact orbifolds with boundary. The theorem relates the index sum of a smooth vector field in generic contact with the boundary orbifold to the Euler-Satake characteristic of the orbifold and a boundary term. The boundary term is expressed as a sum of Euler c…
We study a class of localized indices for the Dirac type operators on a complete Riemannian orbifold, where a discrete group acts properly, co-compactly and isometrically. These localized indices, generalizing the -index of Atiyah, are obtained by taking certain traces of the higher index for the Dirac type operat…
Paper proves nonzero foliated Rosenberg index for noncompactly enlargeable foliations.
This is an expository article on the equivariant local index developed by Fujita, Furuta, and the author in arXiv:1008.5007.
Quantum SVM improves financial data classification.
We give a framework of localization for the index of a Dirac-type operator on an open manifold. Suppose the open manifold has a compact subset whose complement is covered by a family of finitely many open subsets, each of which has a structure of the total space of a torus bundle. Under an acyclic condition we define t…
We survey recent results in hermitian integral geometry, i.e. integral geometry on complex vector spaces and complex space forms. We study valuations and curvature measures on complex space forms and describe how the global and local kinematic formulas on such spaces were recently obtained. While the local and global k…
Unified proof of knot unknotting bounds using Ma-Qiu index.
We establish a mod 2 index theorem for real vector bundles over 8k+2 dimensional compact pin manifolds. The analytic index is the reduced invariant of (twisted) Dirac operators and the topological index is defined through -theory. Our main result extends the mod 2 index theorem of Atiyan and Singer to non-o…
The aim of this note is to improve upon our earlier result which translates Weyl's (curvature) formulation of Chern character of a smooth vector bundle into the language of residues. The dualized Chern character is the functional on smooth differential forms on M. In our previous paper, this functional has been express…
Estimates the index of the Laplace operator on planar domains with Robin boundary condition.
Defines an equivariant index for proper actions by .
Study finds the volume of unit vector fields on a punctured sphere and shows their images match minimally immersed Klein bottles.
The paper localizes an index and provides a condition for the orientability of a monopole moduli space.
Let G be a torus acting linearly on a complex vector space M, and let X be the list of weights of G in M. We determine the equivariant K-theory of the open subset of M consisting of points with finite stabilizers. We identify it to the space DM(X) of functions on the lattice of weights of G, satisfying the cocircuit di…
Compact holonomy groups found in symmetric spaces.
Local constancy of index for certain gradient mappings proved.
We generalize Roe's index theorem for graded generalized Dirac operators on amenable manifolds to multigraded elliptic uniform pseudodifferential operators. The generalization will follow from a local index theorem that is valid on any manifold of bounded geometry. This local formula incorporates the uniform estimates …
Model prices commodity futures and index options.
We state and prove a generalization of the Poincaré-Hopf index theorem for manifolds with boundary. We then apply this result to non-vanishing complex vector fields.
Theorems on the existence of vector fields with given sets of Indexes of isolated Singular points are proved for the cases of closed manifolds, pairs of manifolds, manifolds with boundary, and gradient fields. It is proved that, on a two-dimensional manifold, an index of an isolated Singular point of the gradient field…
Using a K-theory point of view, Bott related the Atiyah-Singer index theorem for elliptic operators on compact homogeneous spaces to the Weyl character formula. This article explains how to prove the local index theorem for compact homogenous spaces using Lie algebra methods. The method follows in outline the proof of …
Extends coarse index theory to locally compact groups for Callias operators.