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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.

168,657 papers · 148 categories

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82164246328 · Jun 202019922001200920172026
48 results for fixed-point property

Formula estimates pseudo-Anosov maps' fixed points, linking to surface properties.

problem Estimating fixed points of pseudo-Anosov maps.
method Formula using Teichmüller translation length for fixed points of strong irreducible maps.
result Log of fixed points coarsely equals Teichmüller translation length for strong irreducible maps.

We prove that a random group of the graph model associated with a sequence of expanders has fixed-point property for a certain class of CAT(0) spaces. We use Gromov's criterion for fixed-point property in terms of the growth of n-step energy of equivariant maps from a finitely generated group into a CAT(0) space, to wh…

2012-10-22abs ↗pdf ↗

We continue the work of [10], studying properties of digital images determined by fixed point invariants. We introduce pointed versions of invariants that were introduced in [10]. We introduce freezing sets and cold sets to show how the existence of a fixed point set for a continuous self-map restricts the map on the c…

2019-04-01abs ↗pdf ↗

The paper explores properties of continuous actions on manifolds, proving bounds on subgroup size and fixed points.

problem Properties of continuous finite group actions on topological manifolds.
method Analyzes properties including Jordan property and almost fixed point property, proving bounds on subgroup size.
result Existence of a constant C such that for any continuous action of a finite group G on a manifold X, there is a subgroup H with [G:H] ≤ C and a fixed point.

Machine learning finds a compact fixed point action for SU(3) gauge theory.

problem Finding accurate and compact parametrizations of fixed point actions for SU(3) gauge theory.
method Used machine learning, specifically a gauge equivariant convolutional neural network.
result Obtained a superior parametrization of a fixed point action for SU(3) gauge theory.

Gromov showed that for fixed, arbitrarily large C, any uniformly C-Lipschitz affine action of a random group in his graph model on a Hilbert space has a fixed point. We announce a theorem stating that more general affine actions of the same random group on a Hilbert space have a fixed point. We discuss some aspects of …

2017-05-07abs ↗pdf ↗

If XX is a smooth manifold and G{\mathcal{G}} is a subgroup of Diff(X)Diff(X) we say that (X,G)(X,{\mathcal{G}}) has the almost fixed point property if there exists a number CC such that for any finite subgroup GGG\leq{\mathcal{G}} there is some xXx\in X whose stabilizer GxGG_x\leq G satisfies [G:Gx]C[G:G_x]\leq C. We say that $X…

2018-05-07abs ↗pdf ↗

The purpose of this expository paper is to present new directions in the classical Nielsen-Reidemeister fixed point theory. We describe twisted Burnside-Frobenius theorem, groups with RR_\infty \emph{property} and a connection between Nielsen fixed point theory and symplectic Floer homology.

2007-12-17abs ↗pdf ↗

We prove that every countable family of countable acylindrically hyperbolic groups has a common finitely generated acylindrically hyperbolic quotient. As an application, we obtain an acylindrically hyperbolic group QQ with strong fixed point properties: QQ has property FLpFL^p for all p[1,+)p\in [1, +\infty), and every ac…

2018-04-23abs ↗pdf ↗

We construct finitely generated groups with strong fixed point properties. Let Xac\mathcal{X}_{ac} be the class of Hausdorff spaces of finite covering dimension which are mod-pp acyclic for at least one prime pp. We produce the first examples of infinite finitely generated groups QQ with the property that for any act…

2007-11-27abs ↗pdf ↗

Let ΓΓ be a discrete group with property (T)(T) of Kazhdan. We prove that any Riemannian isometric action of ΓΓ on a compact manifold XX is locally rigid. We also prove a more general foliated version of this result. The foliated result is used in our proof of local rigidity for standard actions of higher rank semisi…

2003-12-19abs ↗pdf ↗

Interpreting gradient methods as fixed-point iterations, we provide a detailed analysis of those methods for minimizing convex objective functions. Due to their conceptual and algorithmic simplicity, gradient methods are widely used in machine learning for massive data sets (big data). In particular, stochastic gradien…

2017-06-29abs ↗pdf ↗

Let G be a compact Lie group and X be a compact smooth G-manifold with finitely many G-fixed points. We show that if X admits a G-equivariant hyperbolic diffeomorphism having a certain convergence property, there exists an open covering of X indexed by the G-fixed points so that each open set is G-stable and G-equivari…

2013-07-01abs ↗pdf ↗

New method finds open subsets with trivial holonomy for certain geometries.

problem Finding open subsets with trivial holonomy for Cartan geometries.
method Analyzing the behavior of isotropies in model geometries to generalize properties of isolated higher-order fixed points.
result Existence of open subsets with trivial holonomy for Cartan geometries with certain isotropies.

We obtain a general lower bound for the number of fixed points of a circle action on a compact almost complex manifold MM of dimension 2n2n with nonempty fixed point set, provided the Chern number c1cn1[M]c_1c_{n-1}[M] vanishes. The proof combines techniques originating in equivariant K-theory with celebrated number theory …

2014-04-17abs ↗pdf ↗

EDML is a recently proposed algorithm for learning MAP parameters in Bayesian networks. In this paper, we present a number of new advances and insights on the EDML algorithm. First, we provide the multivalued extension of EDML, originally proposed for Bayesian networks over binary variables. Next, we identify a simplif…

2012-10-16abs ↗pdf ↗

A recent analysis of a model of iterative neural network in Hilbert spaces established fundamental properties of such networks, such as existence of the fixed points sets, convergence analysis, and Lipschitz continuity. Building on these results, we show that under a single mild condition on the weights of the network,…

2019-08-16abs ↗pdf ↗

The paper conjectures and proves fixed points for certain group actions on nonpositively curved spaces.

problem Actions by automorphisms of finitely generated groups on nonpositively curved complexes without fixed points.
method Use of Helly graphs and geodesic clique paths to prove ellipticity results.
result Finitely generated torsion groups cannot act without fixed points on nonpositively curved spaces.

Constructs Cartan geometries from automorphism behaviors.

problem Determining Cartan geometries from automorphism local behavior.
method Introduces a construction for Cartan geometries capturing automorphism local behavior.
result The sprawl uniquely characterizes Cartan geometries with equivalent local behavior.

The Grove-Searle theorem on 2d manifolds with 8 or less symmetry groups has positive Euler characteristic.

problem Proving positive Euler characteristic for 2d manifolds with specific symmetry groups.
method Direct proof and analysis of fixed point components N with geodesic properties.
result Fixed point components N have amazing geodesic properties and can be S^2, RP^2, CP^d, HP^d, etc.

We give bordism-finiteness results for manifolds with semi-simple group action. Consider the class of oriented manifolds which admit a circle action with isolated fixed points such that the action extends to an S3S^3-action with fixed point. We exhibit various subclasses, characterized by an upper bound for the Euler c…

2000-03-27abs ↗pdf ↗

Study on geodesics in a specific sub-Riemannian structure with two types of behavior.

problem Symmetries and geodesics in a sub-Riemannian structure with growth vector (4,7).
method Symmetry reduction to analyze geodesics.
result Existence of two distinct types of geodesics: those that avoid the fixed point set and those that are contained within it.

Kolmogorov-Arnold Networks enable ultrafast online learning with fixed-point quantization.

problem Efficient online learning for high-frequency systems with strict memory constraints.
method Fixed-point online training on FPGAs exploiting B-spline locality in KANs.
result Kolmogorov-Arnold Networks are more efficient and expressive than MLPs for low-latency tasks.

The paper studies how neural networks evolve representations, finding a unique fixed point for nonlinear activations.

problem Understanding how neural networks transform input data across layers.
method Theoretical framework for the evolution of the kernel sequence, using mean-field regime and Hermite polynomials.
result For nonlinear activations, the kernel sequence converges globally to a unique fixed point.

We investigate the relationship between the algebra of tensor categories and the topology of framed 3-manifolds. On the one hand, tensor categories with certain algebraic properties determine topological invariants. We prove that fusion categories of nonzero global dimension are 3-dualizable, and therefore provide 3-di…

2013-12-27abs ↗pdf ↗

The paper studies almost complex torus manifolds using graphs and Hirzebruch genera, proving properties of their fixed points and cohomology.

problem Understanding the fixed points and cohomology of almost complex torus manifolds.
method Using directed labeled multigraphs and Hirzebruch genera to encode and analyze the manifolds.
result Almost complex torus manifolds have positive Todd genus and at least n+1 fixed points.

The study shows that several properties are not profinite invariants.

problem Determining which properties are profinite invariants.
method Combining Rips constructions and iterated group-theoretic Dehn filling on hyperbolic virtually special groups.
result Several properties (stable commutator length, quasimorphisms, property NL, property FW_\infty, property FA, and non-abelian free subgroups) are not profinite invariants.

Convex message passing algorithms converge to a fixed point.

problem Understanding convergence properties of convex message passing methods.
method Proving convergence of coordinate descent applied to piecewise-affine convex objectives, and showing this applies to various message passing methods.
result The iterates converge to a fixed point of the method, and the algorithm terminates in a known number of iterations.

The paper classifies circle actions on 6D manifolds with isolated fixed points.

problem Classifying circle actions on 6D manifolds with isolated fixed points.
method Performing equivariant connected sums at fixed points with specific manifolds.
result A sequence of operations can reduce the fixed point data to the empty collection.

Study null hypersurfaces with privileged vector fields, extending surface gravity and defining new horizon types.

problem Characterize null hypersurfaces with privileged vector fields and extend surface gravity.
method Derive identities relating deformation tensor to intrinsic and extrinsic geometry, introduce generalized surface gravity, analyze Lie derivatives, and define new horizon types.
result Introduce three new horizon types that generalize existing concepts to arbitrary topologies and fixed points.

We consider faithful projective actions of a cocompact lattice of SL(2,R) on the projective plane, with the following property: there is a common fixed point, which is a saddle fixed point for every element of infinite order of the the group. Typical examples of such an action are linear actions, ie, when the action ar…

2001-04-10abs ↗pdf ↗

Finite rank median spaces are a simultaneous generalisation of finite dimensional CAT(0){\rm CAT}(0) cube complexes and real trees. If ΓΓ is an irreducible lattice in a product of rank one simple Lie groups, we show that every action of ΓΓ on a complete, finite rank median space has a global fixed point. This is in sharp…

2017-11-21abs ↗pdf ↗