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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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54108161215 · May 202619922001200920172026
48 results for stable vectorization

Method proves connection stability of vector fields on noncompact manifolds.

problem Stability of vector fields on noncompact manifolds.
method Developed a method to prove connection stability, showing equivalence to structural stability on compact manifolds.
result Presented an example of a connection stable vector field on a noncompact manifold and showed that harmonic oscillator is not connection stable.

Paper introduces stable vectorization for multiparameter PH using signed barcodes.

problem Lack of stable vectorization methods for multiparameter persistent homology.
method Signed barcodes as measures for stable vectorization of MPH.
result Stable feature vectors from signed barcodes improve performance in data science.

The Poincare-Hopf theorem tells us that given a smooth, structurally stable vector field on a surface of genus g, the number of saddles is 2-2g less than the number of sinks and sources. We generalize this result by introducing a more complex combinatorial invariant. Using this tool, we demonstrate that many such struc…

2011-08-12abs ↗pdf ↗

New approach to proving Chen-Donaldson-Sun theorem with examples.

problem Proving Chen-Donaldson-Sun theorem for families of curves.
method Construction of a special metric on stable vector bundles over surfaces formed by families of curves.
result Demonstrates existence of a special metric related to one-dimensional cycles in moduli space.

Study the topology of stable vector fields and Lyapunov functions on R^n.

problem Topology of stable vector fields and Lyapunov functions on R^n.
method Differential topology, Lyapunov theory, and results on diffeomorphism groups of discs.
result Path-connected and simply connected spaces of stable vector fields for n≠4,5 and weakly contractible for n≤3.

Generators for the module of vector fields liftable over corank 1 stable complex analytic maps from an n-manifold to an (n+1)-manifold are found. This is applied to the classification of the singularities occuring in generic one-parameter families of maps between these spaces.

2009-05-05abs ↗pdf ↗

The paper characterizes stable cohomotopy groups in codimensions two and three, linking algebraic and geometric perspectives.

problem Characterizing stable cohomotopy groups in specific codimensions.
method Algebraic and geometric approaches, including CW complexes and bordism theory.
result Complete characterizations of stable cohomotopy in codimension two and partial results in codimension three.

Criterion for Lie algebroid connections on compact Riemann surfaces.

problem Finding conditions for Lie algebroid connections on compact Riemann surfaces.
method Analyzing stable holomorphic vector bundles and their connections.
result Necessary and sufficient condition for Lie algebroid connections on compact Riemann surfaces.

Let MM be a compact complex manifold of dimension at least three and Π:MXΠ: M\rightarrow X a positive principal elliptic fibration, where XX is a compact Kähler orbifold. Fix a preferred Hermitian metric on MM. In \cite{V}, the third author proved that every stable vector bundle on MM is of the form LΠB0L\otimes Π^*B_0

2018-06-11abs ↗pdf ↗

The study examines stable regions in weighted manifolds with boundary properties.

problem Studying stable regions in weighted manifolds with boundary properties.
method Using deformations constructed from parallel vector fields tangent to the boundary, the study deduces rigidity properties for stable sets.
result The classification of stable sets in some Riemannian cylinders and uniqueness results for minimizers.

Unique solution found for Demailly's equation on stable bundles.

problem Existence of a Griffiths positively curved metric on Hartshorne ample vector bundles.
method Proved an essentially unique solution to a Hermitian-Einstein-type equation for stable bundles.
result The proposed approach by Demailly must be modified to tackle the conjecture.

Research describes all possible gradient vector fields on a sphere with up to ten singular points.

problem Characterizing gradient vector fields on a sphere with limited singular points.
method Using a graph to represent one-dimensional stable manifolds, specifying singularities and connections.
result Identified all topological structures of codimension one gradient vector fields on a sphere with up to ten singular points.

Geometric Invariant Theory applied to Kähler manifolds yields analytic models for vector bundles.

problem Constructing local models for vector bundles on Kähler manifolds.
method Applying Geometric Invariant Theory to Kähler manifolds to construct analytic GIT-quotients.
result Existence of Weil-Petersson forms on parameter spaces for stable vector bundles.

In this paper, we consider a compact Kahler manifold with extremal Kahler metric and a Mumford stable holomorphic bundle over it. We proved that, if the holomorphic vector field defining the extremal Kahler metric is liftable to the bundle and if the bundle is relatively stable with respect to the action of automorphis…

2013-10-11abs ↗pdf ↗

The paper studies HYM connections on stable vector bundles over Kähler manifolds.

problem Analyzing stability and convergence of Hermitian Yang-Mills connections.
method Semialgebraic decomposition of the Kähler cone into stability chambers.
result HYM connections converge to a stable HYM connection as polarisation converges.

This paper describes the construction of a canonical compactification of the space of trajectories and of the unstable/stable sets of a generic gradient like vector field on a closed manifold as well as a canonical structure of a smooth manifold with corners of these spaces. As an application we discuss the geometric c…

2011-01-04abs ↗pdf ↗

Deep neural networks with heavy-tailed weights converge to stable distributions.

problem Understanding the convergence of heavy-tailed weights in infinitely-wide neural networks.
method Analyzing infinitely-wide multi-layer perceptrons with i.i.d. symmetric αα-stable weight distributions.
result The vector of pre-activation values converges to i.i.d. symmetric αα-stable distributions.

Develops deformation theory for mapping spaces related to Morse theory and Bott-Thom isomorphism.

problem Studying weak homotopy equivalences and decompositions of vector bundles.
method Morse theory on path spaces, deformation theory, Clifford representations, Bott-Thom isomorphism.
result Stable decompositions of vector bundles over sphere bundles derived from Clifford representations.

We show that the cobordism groups of negative codimensional folds maps contain direct sums of stable homotopy groups of Thom spaces of vector bundles like the circle and the infinite dimensional projective space. We give geometrical invariants which detect these direct summands.

2007-04-24abs ↗pdf ↗

Stabilizes complex systems using diffusion models trained on Lyapunov functions.

problem Generating stabilizing controllers for complex dynamical systems.
method Trains a diffusion model on pairs of asymptotically stable vector fields and their Lyapunov functions to identify the closest stable field and adjust control functions.
result Efficient and rapid stabilization of unseen systems, showcasing generalizability.

In this paper, a systematic method is given to construct all liftable vector fields over an analytic multigerm f:(Kn,S)(Kp,0)f: (\mathbb{K}^n, S)\to (\mathbb{K}^p,0) of corank at most one admitting a one-parameter stable unfolding.

2014-08-17abs ↗pdf ↗

We study the holomorphic vector bundles E over the twistor space Tw(M) of a compact simply connected hyperkähler manifold MM. We give a characterization of the semistability condition for E in terms of its restrictions to the holomorphic sections of the holomorphic twistor projection π:Tw(M)\rightarrow CP^1. It is sho…

2019-11-03abs ↗pdf ↗

We propose a new non-parametric framework for learning incrementally stable dynamical systems x' = f(x) from a set of sampled trajectories. We construct a rich family of smooth vector fields induced by certain classes of matrix-valued kernels, whose equilibria are placed exactly at a desired set of locations and whose …

2018-04-13abs ↗pdf ↗

Random sinusoidal features are a popular approach for speeding up kernel-based inference in large datasets. Prior to the inference stage, the approach suggests performing dimensionality reduction by first multiplying each data vector by a random Gaussian matrix, and then computing an element-wise sinusoid. Theoretical …

2017-01-23abs ↗pdf ↗

The study examines stable minimal surfaces in higher dimensions and provides bounds on their properties.

problem Properties of stable minimal surfaces in higher codimension.
method Structural analysis of holomorphic vector bundles and geometric inequalities.
result Explicit bounds on the systole for stable minimal tori and surfaces.