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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.

168,742 papers · 148 categories

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19385776 · Oct 201919922001200920172026
48 results for units equivariance

A method for making machine learning units-equivariant using dimensional analysis.

problem Ensuring machine learning models respect dimensional consistency.
method Constructing dimensionless inputs and applying equivariant machine learning methods.
result Improved accuracy in tasks requiring dimensional consistency.

Equivariant neural networks use symmetry to interpret complex data.

problem Interpreting and understanding the behavior of equivariant neural networks.
method Decompose layers into simple representations and analyze nonlinear activation functions.
result Equivariant neural networks can be interpreted using a filtration generalizing Fourier series.

Two constructions of Chern character for equivariant vector bundles in noncommutative geometry.

problem Chern character for equivariant vector bundles in noncommutative geometry.
method Two constructions using cyclic cohomology of crossed product algebras.
result Equivalence of two constructions under proper action.

The paper extends toric variety correspondence to 4D almost complex torus manifolds.

problem Extending toric variety correspondence to 4D almost complex torus manifolds.
method Associate combinatorial objects (families of multi-fans and graphs) to 4D almost complex torus manifolds and find conditions for their equivalence.
result Minimal models and operations for combinatorial objects, and equivalence between 4D complex torus manifolds and their minimal models.

We consider the equivariant Yamabe problem, i.e. the Yamabe problem on the space of G-invariant metrics for a compact Lie group G. The G-Yamabe invariant is analogously defined as the supremum of the constant scalar curvatures of unit volume G-invariant metrics minimizing the total scalar curvature functional in their …

2006-04-18abs ↗pdf ↗

We prove that every non-degenerate Reeb flow on a closed contact manifold MM admitting a strong symplectic filling WW with vanishing first Chern class carries at least two geometrically distinct closed orbits provided that the positive equivariant symplectic homology of WW satisfies a mild condition. Under further a…

2019-03-15abs ↗pdf ↗

The paper finds a special hypersurface in a manifold with positive Ricci curvature.

problem Finding a special hypersurface in a manifold with positive Ricci curvature.
method Equivariant min-max method applied to GG-manifolds.
result The hypersurface is a multiplicity one minimal GG-hypersurface.

Given two Fuchsian representations ρlρ_l and ρrρ_r of the fundamental group of a closed oriented surface SS of genus 2\geq 2, we study the relation between Lagrangian submanifolds of Mρ=(H2/ρl(π1(S)))×(H2/ρr(π1(S)))M_ρ=(\mathbb{H}^2/ρ_l(π_1(S)))\times (\mathbb{H}^2/ρ_r(π_1(S))) and ρρ-equivariant embeddings σσ of S~\widetilde S into Anti-de Sit…

2017-05-31abs ↗pdf ↗

Fixed points of mean section operators found in convex bodies.

problem Characterizing fixed points of mean section operators in convex bodies.
method Characterization of rotation equivariant operators using spherical Laplacian mass distribution, and application of Minkowski valuations.
result Euclidean balls are the only fixed points of mean section operators in a C2C^2 neighborhood of the unit ball.

The paper addresses selection bias in conformal prediction for focal units.

problem Selection bias in marginally valid conformal prediction intervals for focal units.
method A general framework for constructing selection-conditional coverage prediction sets.
result Efficient methods for various selection rules with exact finite-sample coverage.

Consider the cyclic group C_2 of order two acting by complex-conjugation on the unit circle S^1. The main result is that a finitely dominated manifold W of dimension > 4 admits a cocompact, free, discontinuous action by the infinite dihedral group D_\infty if and only if W is the infinite cyclic cover of a free C_2-man…

2009-03-05abs ↗pdf ↗

Analyzes convex structures in Teichmüller space unit tangent spheres.

problem Characterize faces and extreme points of unit tangent spheres in Teichmüller space.
method Analyzes Finsler infinitesimal balls of Thurston metric, characterizes faces, exposed faces, and extreme points.
result Characterizes faces and extreme points of unit tangent spheres in Teichmüller space.

A closed contact manifold is called Besse when all its Reeb orbits are closed, and Zoll when they have the same minimal period. In this paper, we provide a characterization of Besse contact forms for convex contact spheres and Riemannian unit tangent bundles in terms of S1S^1-equivariant spectral invariants. Furthermor…

2019-09-07abs ↗pdf ↗

We construct and analyze minimal disc stackings with bounds on their Morse index.

problem Constructing and analyzing minimal free boundary disc stackings.
method Constructing minimal free boundary disc stackings in a three-dimensional Euclidean unit ball, proving bounds on their Morse index.
result Uniform, linear bounds on the Morse index of all such surfaces.

Study of a G2G_2-equivariant octonionic operator and its right spectrum.

problem Understanding the spectrum of a G2G_2-equivariant octonionic operator.
method Computed the ordinary real spectrum and analyzed the octonionic right-eigenvalue problem using G2G_2-decomposition and residual symmetry analysis.
result Explicit spectral loci (quartic curve and circle) in each complex slice of the octonionic space.

As announced in [12], we develop a calculus of Fourier integral G-operators on any Lie groupoid G. For that purpose, we study convolability and invertibility of Lagrangian conic submanifolds of the symplectic groupoid T * G. We also identify those Lagrangian which correspond to equivariant families parametrized by the …

2016-01-04abs ↗pdf ↗

In this paper we present the construction of explicit quasi-isomorphisms that compute the cyclic homology and periodic cyclic homology of crossed-product algebras associated with (discrete) group actions. In the first part we deal with algebraic crossed-products associated with group actions on unital algebras over any…

2017-06-27abs ↗pdf ↗

Let O(D)\mathcal{O}(D) be an equivariant line bundle which is big and nef on a complex projective nonsingular toric variety XX. Given a continuous toric metric \|\cdot\| on O(D)\mathcal{O}(D), we define the energy at equilibrium of (X,φDˉ)(X,φ_{\bar{D}}) where φDˉφ_{\bar{D}} is the weight of the metrized toric divisor $\bar{D…

2016-03-07abs ↗pdf ↗

We prove hyperbolic 3-manifolds are geometrically inflexible: a unit quasiconformal deformation of a Kleinian group extends to an equivariant bi-Lipschitz diffeomorphism between quotients whose pointwise bi-Lipschitz constant decays exponentially in the distance form the boundary of the convex core for points in the th…

2009-01-25abs ↗pdf ↗

Study of invariants on manifolds with boundary involving equivariant spectral flow and η-invariants.

problem Equivariant invariants on manifolds with boundary.
method Analysis of Dirac operators, winding numbers, spectral flow, Maslov indices, and η-invariants.
result Established relation between equivariant η-invariants and Maslov triple indices.

Defines a new homomorphism for strongly invertible knots, proving equivariant algebraic concordance.

problem Equivariant algebraic concordance of strongly invertible knots.
method Defining a homomorphism ΦΦ from equivariant concordance group to a new equivariant algebraic concordance group, proving it lifts known homomorphisms and provides new obstructions.
result Obtains a new obstruction to equivariant sliceness and novel lower bounds on equivariant slice genus.

We define the equivariant holonomy of an invariant connection on a principal U(1)-bundle. The properties of the ordinary holonomy are generalized to the equivariant setting. In particular, equivariant U(1)-bundles with connection are shown to be classified by its equivariant holonomy modulo isomorphisms. We also show t…

2019-05-07abs ↗pdf ↗

New proof for 4D symplectic manifolds: equivariant cohomology determines diffeotype.

problem Determining if 4D symplectic manifolds are diffeomorphic based on their equivariant cohomology.
method Proved that equivariant cohomology rings of Hamiltonian circle actions on 4D symplectic manifolds determine their equivariant diffeotypes.
result Isomorphism of equivariant cohomology rings implies equivariant diffeomorphism for 4D symplectic manifolds.

The paper develops methods for calculating equivariant homology from Morse functions.

problem Calculating equivariant homology from equivariant Morse functions.
method Alter equivariant Morse functions to stable ones, use generic equivariant metrics, and analyze the Morse spectral sequence.
result Equivariant Morse functions induce a filtration that computes equivariant homology.

Efficiently samples and learns densities with symmetries using equivariant methods.

problem Efficiently sampling and learning densities with symmetries.
method Equivariant Stein Variational Gradient Descent (SVGD) and equivariant energy based models.
result Improves and scales up training of energy based models.

Study shows non-equivariant and equivariant non-orientable 4-genus of periodic knots can differ.

problem Exploring differences in non-orientable 4-genus for periodic knots.
method Analyzed p-periodic knots, showing differences in equivariant and non-equivariant non-orientable 4-genus.
result Differences exist in non-equivariant and equivariant non-orientable 4-genus for periodic knots.

In this paper, we establish an infinitesimal equivariant index formula in the noncommutative geometry framework using Greiner's approach to heat kernel asymptotics. An infinitesimal equivariant index formula for odd dimensional manifolds is also given. We define infinitesimal equivariant eta cochains, prove their regul…

2013-07-31abs ↗pdf ↗

Equivariant trisections for group actions on 4-manifolds are introduced and studied.

problem Understanding the equivariant topology of GG-manifolds and their quotients.
method Introducing GG-equivariant trisections and bridge trisections, and establishing their existence for GG-manifolds.
result Any GG-manifold XX admits a GG-equivariant trisection such that a GG-invariant surface S\mathcal{S} is in equivariant bridge trisection position.