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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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85170254339 · Jun 202019922001200920172026
48 results for $Z$-critical connections

We introduce ZZ-critical connections for holomorphic vector bundles and prove their existence under stability conditions.

problem Existence of ZZ-critical connections for holomorphic vector bundles.
method Associated geometric PDEs to Bridgeland stability conditions and used infinite dimensional moment maps.
result In the large volume limit, a sufficiently smooth holomorphic vector bundle admits a ZZ-critical connection if and only if it is asymptotically ZZ-stable.

The space of symplectic connections on a symplectic manifold is a symplectic affine space. M. Cahen and S. Gutt showed that the action of the group of Hamiltonian diffeomorphisms on this space is Hamiltonian and calculated the moment map. This is analogous to, but distinct from, the action of Hamiltonian diffeomorphism…

2014-10-06abs ↗pdf ↗

Study on critical faces convergence in a Poisson point process.

problem Convergence of point processes associated with critical faces in a Čech filtration.
method Established convergence in M0\mathcal M_0-topology for critical faces above vanishing threshold.
result Obtained limit theorems for positive and negative critical faces.

A closed, orientable, splitting surface in an oriented 33-manifold is a topologically minimal surface of index nn if its associated disk complex is (n2)(n-2)-connected but not (n1)(n-1)-connected. A critical surface is a topologically minimal surface of index 22. In this paper, we use an equivalent combinatorial definit…

2016-02-17abs ↗pdf ↗

New method diagnoses criticality in deep neural networks, improving performance.

problem Improving theoretical understanding and practical initialization of deep neural networks.
method Introducing partial Jacobians and deriving recurrence relations for their norms to analyze criticality.
result Proper stacking of LayerNorm and residual connections leads to a critical architecture for any initialization.

We develop a gluing procedure designed to obtain canonical metrics on connected sums of Einstein four-manifolds. The main application is an existence result, using two well-known Einstein manifolds as building blocks: the Fubini-Study metric on CP2\mathbb{CP}^2 and the product metric on S2×S2S^2 \times S^2. Using these met…

2013-03-04abs ↗pdf ↗

Simply connected surfaces with large constant mean curvature and free boundaries concentrate at critical points of the boundary's mean curvature.

problem Surfaces with large constant mean curvature and free boundaries.
method Proving concentration at critical points of the boundary's mean curvature.
result Simply connected H-surfaces concentrate at critical points of the boundary's mean curvature.

We study the level sets of the distance function from a boundary point of a convex set in Euclidean space. We provide a lower bound for the range of connectivity of the level sets, in terms of the critical points of the distance function in the sense of Grove-Shiohama-Gromov-Cheeger.

2019-10-06abs ↗pdf ↗

Study critical points of Laplace eigenfunctions in polygons.

problem Characterize critical points of Laplace eigenfunctions in polygonal domains.
method Analyze components of the critical set with codimension 1.
result For simply connected polygons, if a second Neumann eigenfunction has infinitely many critical points, the polygon must be a rectangle.

Sengupta's lower bound for the Yang-Mills action on smooth connections on a bundle over a Riemann surface generalizes to the space of connections whose action is finite. In this larger space the inequality can always be saturated. The Yang-Mills critical sets correspond to critical sets of the energy action on a space …

2000-02-10abs ↗pdf ↗

The transition maps for a Sobolev GG-bundle are not continuous in the critical dimension and thus the usual notion of topology does not make sense. In this work, we show that if such a bundle PP is equipped with a Sobolev connection AA, then one can associate a topological isomorphism class to the pair $\left( P, A\…

2019-09-16abs ↗pdf ↗

The goal of this article is to study the space of smooth Riemannian structures on compact manifolds with boundary that satisfies a critical point equation associated with a boundary value problem. We provide an integral formula which enables us to show that if a critical metric of the volume functional on a connected $…

2016-03-09abs ↗pdf ↗

The paper proves conjectures and classifies metrics on 3D manifolds.

problem Proving conjectures and classifying metrics on 3D manifolds with specific curvature conditions.
method Analytical proofs and classification theorems.
result Critical metrics on 3D manifolds are isometric to geodesic balls in space forms.

The main result of this paper is a construction of solutions to the reverse Yang-Mills-Higgs flow converging in the CC^\infty topology to a critical point. The construction uses only the complex gauge group action, which leads to an algebraic classification of the isomorphism classes of points in the unstable set of a…

2016-05-19abs ↗pdf ↗

The space of Sobolev connections, as it has been introduced for studying the variation of Yang-Mills Lagrangian in the critical dimension 44, happens not to be weakly sequentially complete in dimension larger than 44. This is a major obstruction for studying the variations of this important Lagrangian in high dimensi…

2018-12-11abs ↗pdf ↗

Let f:MmNnf:M^m\to N^n be a smooth map between two differential manifolds with NN connected, f(M)f(M) closed and f(M)Nf(M)\neq N. In this short note, we show that either all the points of MM are critical points of ff or the dimension the collection of all critical points of ff is not less than n1n-1. Some consequences of th…

2018-04-28abs ↗pdf ↗

The paper explores the structure of Reeb spaces for smooth functions on manifolds.

problem Understanding the structure of Reeb spaces for smooth functions on manifolds.
method Proving the structure of Reeb spaces and showing that any graph can be realized as a Reeb space.
result The Reeb space of a smooth function on a closed manifold with finitely many critical values has a graph structure.

Proves mass-capacity inequalities for critical area-normalized capacitors, improving Schwarzschild metric uniqueness.

problem Proving mass-capacity inequalities for critical area-normalized capacitors.
method Analyzes asymptotically flat manifolds with boundary capacity potential satisfying an overdetermined problem.
result Improves Schwarzschild metric uniqueness and results for spin asymptotically flat spacetimes.

In bounding the homology of a manifold, Forman's Discrete Morse theory recovers the full precision of classical Morse theory: Given a PL triangulation of a manifold that admits a Morse function with c_i critical points of index i, we show that some subdivision of the triangulation admits a boundary-critical discrete Mo…

2010-10-04abs ↗pdf ↗

Study finds critical points in perimeter functional for fixed volume sets.

problem Finding critical points in perimeter functional for sets of fixed volume.
method Utilizes Mazurwoski--Zhou techniques and new Cacciopoli set connectedness results.
result Constructs smooth almost embedded hypersurfaces with non-zero constant mean curvature.

We prove the existence of Veech groups having a critical exponent strictly greater than any elementary Fuchsian group (i.e. >12>\frac{1}{2}) but strictly smaller than any lattice (i.e. <1<1). More precisely, every affine covering of a primitive L-shaped Veech surface XX ramified over the singularity and a non-periodic …

2014-04-08abs ↗pdf ↗

Some neural network modules are more critical to performance than others.

problem Understanding why some neural network architectures generalize better than others.
method Introduced module criticality, a measure based on the shape of loss valleys.
result Module criticality explains superior generalization performance of some architectures.

Similar to humans and animals, deep artificial neural networks exhibit critical periods during which a temporary stimulus deficit can impair the development of a skill. The extent of the impairment depends on the onset and length of the deficit window, as in animal models, and on the size of the neural network. Deficit…

2017-11-24abs ↗pdf ↗

Study on finite energy SU(2) monopoles on AC 3-manifolds, proving integrality of charge and curvature decay.

problem Understanding the asymptotic behavior of finite energy SU(2) monopoles on AC 3-manifolds.
method Analysis of critical points of the SU(2) Yang--Mills--Higgs energy on asymptotically conical 3-manifolds.
result Proves integrality of the monopole number and quadratic decay of curvature, among other findings.

Both generative adversarial networks (GAN) in unsupervised learning and actor-critic methods in reinforcement learning (RL) have gained a reputation for being difficult to optimize. Practitioners in both fields have amassed a large number of strategies to mitigate these instabilities and improve training. Here we show …

2016-10-06abs ↗pdf ↗

This article is an overview of the results obtained in recent years on symplectic connections. We present what is known about preferred connections (critical points of a variational principle). The class of Ricci-type connections (for which the curvature is entirely determined by the Ricci tensor) is described in detai…

2005-11-08abs ↗pdf ↗

The study classifies solutions to a specific eigenvalue problem and identifies the critical catenoid.

problem Eigenvalue problem on the sphere with boundary conditions.
method Classifying positive solutions as rotationally symmetric and analyzing boundary conditions.
result Characterization of the critical catenoid as the only embedded free boundary minimal annulus.