Research
On-device research index

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.

169,051 papers · 148 categories

Trend · papers per month

25.0%50.0%75.0%100.0% · Sep 199219922001200920182026
48 results for global connectivity

Adopting the pullback approach to global Finsler geometry, the aim of the present paper is to provide intrinsic (coordinate-free) proofs of the existence and uniqueness theorems for the Chern (Rund) and Hashiguchi connections on a Finsler manifold. To accomplish this, we introduce and investigate the notions of semispr…

2008-01-21abs ↗pdf ↗

Smooth distributions on subcartesian spaces can be globally finitely generated.

problem Understanding smooth distributions on subcartesian spaces.
method Embedding in Euclidean space, Whitney Embedding Theorem, and distribution theory.
result Smooth generalized distributions and subbundles on connected subcartesian spaces are globally finitely generated.

Constructs Lepage equivalents for arbitrary-order Lagrangians.

problem Creating Lepage equivalents for complex Lagrangians.
method Uses variational bicomplex and symmetric linear connections to construct Lepage equivalents satisfying the closure property.
result Shows how to extend global Lepage equivalents to ones satisfying the closure property.

Global invariant for path structures and differential equations defined on torus.

problem Global invariant for path structures and differential equations.
method Computed as a secondary invariant from a Cartan connection on a canonical bundle.
result Formula for global invariant of second order differential equations on torus.

Global calculus on Wasserstein space defined for Riemannian manifolds.

problem Developing a global differential calculus on Wasserstein spaces.
method Derivations of cylinder functions, Levi-Civita connection, extended Otto metric.
result Global differential approach to Wasserstein spaces reveals intrinsic and extrinsic curvature.

In this paper we introduce the Cheeger-Simons cohomology of a global quotient orbifold. We prove that the Cheeger-Simons cohomology of the orbifold is isomorphic to its Beilinson-Deligne cohomology. Furthermore we construct a string connection (à la Segal) from a global gerbe with connection over the loop orbifold, ref…

2003-11-02abs ↗pdf ↗

New spectral conditions ensure graph rigidity and global rigidity in the Euclidean plane.

problem Ensuring graph rigidity and global rigidity in the Euclidean plane.
method Improving algebraic connectivity bounds for graph rigidity and global rigidity.
result Every 6-connected graph is rigid and globally rigid if its algebraic connectivity exceeds specific thresholds.

In this paper we provide a \emph{global} investigation of the geometry of parallelizable manifolds (or absolute parallelism geometry) frequently used for application. We discuss the different linear connections and curvature tensors from a global point of view. We give an existence and uniqueness theorem for a remarkab…

2012-09-06abs ↗pdf ↗

Novel approach combines local and global brain changes for AD prediction.

problem Detecting Alzheimer's disease through local and global brain changes.
method Patch-based 3D-CNNs combined with global topological features for multi-scale brain tissue connectivity.
result Average precision score of 0.95 for classifying cognitively normal subjects and AD patients (prevalence ~55%).

We consider the problem of extending functions φ:\to S^n to functions u:B^{n+1}\to S^n for n=2,3. We assume φto belong to the critical space W^{1,n} and we construct a W^{1,(n+1,\infty)}-controlled extension u. The Lorentz-Sobolev space W^{1,(n+1,\infty)} is optimal for such controlled extension. Then we use such resul…

2013-02-22abs ↗pdf ↗

Sharp estimate found for global Coulomb gauge connection on compact 4-manifolds.

problem Existence of a global Coulomb gauge connection with finite singularities.
method Introduced a new function space L4,\mathcal{L}^{4,\infty} to prove the existence.
result Existence of a global section with finite singularities satisfying the Coulomb equation and a sharp estimate.

Paper analyzes SHB method for neural networks, proving stability, connectivity, and global convergence.

problem Theoretical understanding of SHB method for neural networks.
method Mean-field analysis of SHB dynamics related to a partial differential equation.
result SHB method converges to global optimum and exhibits stability and connectivity.

Gradient descent efficiently finds global minima in deep neural networks.

problem Training deep neural networks efficiently and reliably.
method Gradient descent, leveraging the stability of the Gram matrix induced by the network architecture.
result Gradient descent achieves zero training loss in polynomial time for deep over-parameterized neural networks with residual connections.

Study examines stock market connections before, during, and after the 2008 financial crisis.

problem Effects of the 2008 global financial crisis on stock market connectivity.
method Generated complex networks from cross-correlation matrices, using threshold networks and minimal spanning trees.
result During the crisis, countries in different zones had varying levels of connectivity.

The aim of the present paper is to establish a global theory of conformal changes in Finsler geometry. Under this change, we obtain the relationships between the most important geometric objects associated to (M,L)(M,L) and the corresponding objects associated to (M,L~)(M,\tilde{L}), L~=eσ(x)L\widetilde{L}=e^{σ(x)} L being the Finsl…

2006-10-01abs ↗pdf ↗

This paper explores how local behavior of meromorphic connections on the projective line determines the global connection.

problem Determining the global meromorphic connection based on specified local behavior at singular points.
method Expository discussion of various problems related to meromorphic connections with specified local behavior, including Deligne-Simpson and rigidity problems.
result The existence and nonemptiness of moduli spaces of meromorphic connections with specified local behavior.

The chapter explores globally hyperbolic spacetimes using topology and functional analysis.

problem Understanding global hyperbolicity in spacetimes.
method Foundational tools from order theory and topology, geometric analysis, and connections to physics.
result A connection between global hyperbolicity and geodesic completeness of space-like surfaces.

The paper explores how topology affects the solvability of first-order differential equations.

problem The solvability of first-order differential equations and the role of topology.
method Analysis of de Rham cohomology to determine global integrability and uniqueness of solutions.
result Triviality of the first de Rham cohomology group is a fundamental requirement for global integrability and uniqueness of solutions.

We show that the definition of global hyperbolicity in terms of the compactness of the causal diamonds and non-total imprisonment can be extended to spacetimes with continuous metrics, while retaining all of the equivalences to other notions of global hyperbolicity. In fact, global hyperbolicity is equivalent to the co…

2014-12-07abs ↗pdf ↗

This thesis explores GNNs, categorizing them into local and global approaches.

problem Understanding the convergence of global GNNs and connecting local and global approaches.
method Categorization of GNNs into local and global, study of Invariant Graph Networks, connecting local and global approaches, and using local MPNN for graph coarsening.
result Established a connection between local and global GNN approaches.

Graph neural networks help assess how global changes affect plant-pollinator networks.

problem Interpreting GNN results to understand how global changes impact plant-pollinator networks.
method Simulation study and application on Spipoll dataset to assess effects of global changes on pollination networks.
result GNNs can detect interactive effects between covariates and plant genera on pollination network connectivity.

The geometry of graded principal bundles is discussed in the framework of graded manifold theory of Kostant-Berezin-Leites. In particular, we prove that a graded principal bundle is globally trivial if and only if it admits a global graded section and, further, that the sheaf of vertical derivations on such a bundle co…

1996-05-16abs ↗pdf ↗

Gradient descent finds global minima in deep neural networks with skip-connections.

problem Finding global minima in deep neural networks with skip-connections.
method Analysis of the gradient descent algorithm in over-parametrized deep neural networks with skip-connections.
result Gradient descent can find global minima exponentially fast in the over-parametrized regime.

Employing Morse theory for the global control of monodromy and the method of analytic discs for local extension, we establish a version of the global Hartogs extension theorem in a singular setting: for every domain D of an (n-1)-complete normal complex space X of pure dimension n >= 2 and for every compact set K in D …

2007-04-24abs ↗pdf ↗

We define in a global manner the notion of a connective structure for a gerbe on a space X. When the gerbe is endowed with trivializing data with respect to an open cover of X, we describe this connective structure in two separate ways, which extend from abelian to general gerbes the corresponding descriptions due to J…

2001-06-11abs ↗pdf ↗

In this paper we adopt the pullback approach to global Finsler geometry. We investigate horizontally recurrent Finsler connections. We prove that for each scalar (ππ)1-form AA, there exists a unique horizontally recurrent Finsler connection whose hh-recurrence form is AA. This result generalizes the existence and u…

2017-06-19abs ↗pdf ↗

We consider the more general question as to when a connection is a metric connection. There are two aspects to this investigation: first, the determination of the integrability conditions that ensure the existence of a local parallel metric in the neighbourhood of a given point and second, the characterization of the t…

2008-04-16abs ↗pdf ↗

For a strict Lie 2-group, we develop a notion of Lie 2-algebra-valued differential forms on Lie groupoids, furnishing a differential graded-commutative Lie algebra equipped with an adjoint action of the Lie 2-group and a pullback operation along Morita equivalences between Lie groupoids. Using this notion, we define co…

2016-08-01abs ↗pdf ↗

The Klein-Grifone approach to global Finsler geometry is adopted. The nullity distributions of the three curvature tensors of Cartan connection are investigated. Nullity distributions concerning certain relevant special Finsler spaces are considered. Concrete examples are given whenever the situation needs.

2012-10-31abs ↗pdf ↗

In this paper we give necessary and sufficient conditions for a connection in a plane bundle above a surface to be locally metric. These conditions are easy to be verified in any local chart. Also as a global result we give a necessary condition for two connections to be metric equivalent in terms of their Euler class.

2016-06-18abs ↗pdf ↗

The restricted planar three-body problem has a rich history, yet many unanswered questions still remain. In the present paper we prove the existence of a global surface of section near the smaller body in a new range of energies and mass ratios for which the Hill's region still has three connected components. The appro…

2011-03-20abs ↗pdf ↗

We discuss contravariant connections on Poisson manifolds. For vector bundles, the corresponding operational notion of a contravariant derivative had been introduced by Izu Vaisman. We show that these connections play an important role in the study of global properties of Poisson manifolds and we use them to define Poi…

2000-01-24abs ↗pdf ↗

New geometric model for equivariant cohomotopy using bordism.

problem Identifying equivariant cohomotopy classes with fixed point bordism.
method Equivariant Pontrjagin-Thom construction for global quotient orbifolds.
result Recovery of Wasserman's construction and new perspective on equivariant bordism.