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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.

168,695 papers · 148 categories

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135269404538 · Jun 202019922001200920172026
48 results for bijective feature maps

Method flattens complex surfaces with consistent density and shape.

problem Shape deformations and local geometric distortions in density-equalizing maps for multiply-connected surfaces.
method Formulates density diffusion as a quasiconformal flow, solving an energy minimization problem involving the Beltrami coefficient to ensure bijectivity and control distortion.
result Achieves optimal parameterization of multiply-connected surfaces with bijective and controlled geometric distortions.

The classical Fundamental Theorem of Affine Geometry states that for n2n\geq 2, any bijection of nn-dimensional Euclidean space that maps lines to lines (as sets) is given by an affine map. We consider an analogous characterization of affine automorphisms for compact quotients, and establish it for tori: A bijection o…

2016-12-17abs ↗pdf ↗

Improved ANN-based Monte Carlo simulation for Higgs decay events.

problem Accurate simulation of Higgs boson decay events.
method Monte Carlo simulation using an Artificial Neural Network (ANN) with improved training algorithm.
result The ANN simulation of Higgs decay is within 0.7% of the true value and achieves 26% unweighting efficiency.

A bijection preserving horocycles/hypercycles is an isometry in hyperbolic plane.

problem Understanding transformations of constant curvature curves in hyperbolic geometry.
method Analyzing bijections that map horocycles to horocycles and hypercycles to hypercycles.
result Every abstract automorphism of geodesic/horocycles/hypercycles graphs is induced by an earthquake map/isometry.

New framework for better mapping of surfaces onto ellipsoids.

problem Mapping genus-0 closed surfaces onto spheres results in large distortion.
method Combining conformal and quasi-conformal mappings onto ellipsoids.
result Achieved a variety of ellipsoidal parameterizations with bijectivity.

We prove a Lipschitz-Volume rigidity theorem in Alexandrov geometry, that is, if a 1-Lipschitz map f ⁣:X=⨿XYf\colon X=\amalg X_\ell\to Y between Alexandrov spaces preserves volume, then it is a path isometry and an isometry when restricted to the interior of XX. We furthermore characterize the metric structure on YY with re…

2011-10-25abs ↗pdf ↗

We study natural bases for two constructions of the irreducible representation of the symmetric group corresponding to [n,n,n][n,n,n]: the {\em reduced web} basis associated to Kuperberg's combinatorial description of the spider category; and the {\em left cell basis} for the left cell construction of Kazhdan and Lusztig. I…

2013-07-24abs ↗pdf ↗

Let XX be a topological space and f:XXf:X\to X a bijection. Let C(X,f){\mathcal C}(X,f) be a set of integers such that an integer nn is an element of C(X,f){\mathcal C}(X,f) if and only if the bijection fn:XXf^n:X\to X is continuous. A subset SS of the set of integers Z{\mathbb Z} is said to be realizable if there is a topologi…

2013-10-07abs ↗pdf ↗

Introduces K\mathbb{K}-framings for surfaces, generalizing quadratic forms.

problem Generalizing quadratic forms to commutative rings with unit.
method Introduces K\mathbb{K}-framings and maps based loops to homology classes.
result Bijection between K\mathbb{K}-framings and twisted cocycles for surfaces with positive genus.

Normalising flows (NFS) map two density functions via a differentiable bijection whose Jacobian determinant can be computed efficiently. Recently, as an alternative to hand-crafted bijections, Huang et al. (2018) proposed neural autoregressive flow (NAF) which is a universal approximator for density functions. Their fl…

2019-04-09abs ↗pdf ↗

In this article we introduce conformal Riemannian morphisms. The idea of conformal Riemannian morphism generalizes the notions of an isometric immersion, a Riemannian submersion, an isometry, a Riemannian map and a conformal Riemannian map. We show that every injective conformal Riemannian morphism is an injective conf…

2018-04-18abs ↗pdf ↗

Finite subgroups of good groups correspond to their profinite completions.

problem Characterizing finite subgroups of profinite completions of good groups.
method Proving bijective correspondence between conjugacy classes of finite p-subgroups in GG and G^\hat{G}, and analyzing centralizers and normalizers.
result Bijective correspondence between conjugacy classes of finite p-subgroups in GG and G^\hat{G}.

Classifies non-linear Fredholm maps linking to stable homotopy groups of spheres.

problem Classifying non-linear proper Fredholm maps between Hilbert spaces.
method Using stable homotopy groups of spheres to classify maps up to proper homotopy.
result Determines the non-trivial kernel of the map from stable homotopy groups to non-linear proper Fredholm maps.

We will present proofs for two conjectures stated in arXiv:1808.08073. The first one is that for an arbitrary manifold WW, the homotopy classes of proper maps W×RnRk+nW\times\mathbb{R}^n\to\mathbb{R}^{k+n} stabilise as nn\to\infty, and the second one is that in a stable range there is a Pontryagin--Thom type bijection for …

2019-05-19abs ↗pdf ↗

Training model to generate data has increasingly attracted research attention and become important in modern world applications. We propose in this paper a new geometry-based optimization approach to address this problem. Orthogonal to current state-of-the-art density-based approaches, most notably VAE and GAN, we pres…

2017-08-16abs ↗pdf ↗

Sprays on Frechet manifolds connect connections and tangent structures.

problem Characterizing linear symmetric connections on Frechet manifolds.
method Constructing connection maps and linear symmetric connections on tangent and second-order tangent bundles using sprays.
result A bijective correspondence exists between linear symmetric connections on tangent bundles and sprays.

The study reveals simplicity bias in neural networks leading to better compositional mappings.

problem Understanding when and how to encourage neural networks to learn compositional mappings.
method Examined compositional mappings through coding length and gradient descent dynamics.
result Neural networks tend to learn the simplest bijections, explaining their good generalization.

We investigate connections between pairs of (pseudo-)Riemannian metrics whose sum is a (tensor) product of a covector field with itself. A bijective mapping between the classes of Euclidean and Lorentzian metrics is constructed as a special result. The existence of such maps on a differentiable manifold is discussed. S…

1998-02-22abs ↗pdf ↗

A bijection proves a polynomial volume for genus-0 hyperbolic surfaces with boundaries.

problem Proving the Weil-Petersson volume polynomial in boundary lengths for genus-0 surfaces.
method Generalizing a tree bijection to handle geodesic boundaries, extending spine construction.
result Explicit formula for three-point function in Weil-Petersson random surfaces.

A neural network method tackles high-dimensional diffeomorphic mapping problems.

problem High-dimensional diffeomorphic mapping struggles with the curse of dimensionality.
method Combines variational principles with quasi-conformal theory for accurate, bijective mappings.
result Validated accuracy, robustness, and effectiveness in complex registration scenarios.

We identify causal models with unobserved confounding using bijective generation mechanisms.

problem Identifying causal relationships with unobserved confounders.
method Establish counterfactual identifiability for BGMs and propose a learning method.
result Learned BGMs enable efficient counterfactual estimation.

We recall and partially improve four versions of smooth, non-abelian gerbes: Cech cocycles, classifying maps, bundle gerbes, and principal 2-bundles. We prove that all these four versions are equivalent, and so establish new relations between interesting recent developments. Prominent partial results we prove are a bij…

2011-03-24abs ↗pdf ↗

We show that simple coverings of B^4 branched over ribbon surfaces up to certain local ribbon moves bijectively represent orientable 4-dimensional 2-handlebodies up to handle sliding and addition/deletion of cancelling handles. As a consequence, we obtain an equivalence theorem for simple coverings of S^3 branched over…

2004-07-02abs ↗pdf ↗

Given a pair of number fields with isomorphic rings of adeles, we construct bijections between objects associated to the pair. For instance we construct an isomorphism of Brauer groups that commutes with restriction. We additionally construct bijections between central simple algebras, maximal orders, various Galois co…

2015-05-18abs ↗pdf ↗

Homotopy equivalence shown between complex and thickened versions of manifolds.

problem Homotopy equivalence between manifold complexes and thickened versions.
method Natural bijections and homotopy equivalences of Vietoris-Rips and Čech complexes and thickened versions.
result Natural bijections between complexes and thickened versions are homotopy equivalences.

New method models intensity functions on spheres using normalizing flows.

problem Modeling non-homogeneous Poisson process intensity functions on the sphere.
method Flexible bijective map using normalizing flows to transform intensity functions.
result Normalizing flows provide a flexible way to model intensity functions on spheres.

Let XX be a (real or complex) Banach space, and I(X)\mathcal{I}(X) be the set of all (non-zero and non-identity) idempotents; i.e., bounded linear operators on XX whose squares equal themselves. We show that the Banach submanifold I(X)\mathcal{I}(X) of L(X)\mathcal{L}(X) is a locally trivial analytic affine-Banach bundle o…

2020-01-08abs ↗pdf ↗