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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.

168,657 papers · 148 categories

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15304459 · Jun 202019922001200920172026
48 results for Leaf Parallelization

Parallelizes MCTS for continuous domains using leaf and root parallelization.

problem Solving challenging tasks in continuous domains using MCTS.
method Extends existing parallelization strategies to continuous domains, focusing on leaf and root parallelization.
result Proposes two final selection strategies for continuous states in root parallelization.

A singular foliation on a complete riemannian manifold M is said to be riemannian if each geodesic that is perpendicular at one point to a leaf remains perpendicular to every leaf it meets. We prove that the regular leaves are equifocal, i.e., the end point map of a normal foliated vector field has constant rank. This …

2007-04-24abs ↗pdf ↗

Study of diffeomorphisms groups on lens spaces with Morse-Bott foliations.

problem Computing homotopy types of diffeomorphism groups of specific foliations.
method Analysis of leaf-preserving and foliated diffeomorphisms on lens spaces.
result Inclusion of leaf-preserving groups into foliated groups is a homotopy equivalence.

Weak dual pairs defined in Dirac-Jacobi geometry, proving equivalence and leaf correspondence theorems.

problem Defining and studying weak dual pairs in Dirac-Jacobi structures.
method Adopting omni-Lie algebroid approach, proving equivalence and leaf correspondence theorems.
result Existence of self-dual pairs and alternative proof of normal form theorem.

A parallel lightlike vector field on a Lorentzian manifold XX naturally defines a foliation F\mathcal{F} of codimension one. If either all leaves of F\mathcal{F} are compact or XX itself is compact admitting a compact leaf and the (transverse) Ricci curvature is non-negative then a Bochner type argument implies tha…

2010-10-11abs ↗pdf ↗

Study on null-projectability of Levi-Civita connections in neutral metrics.

problem Characterizing projectability of Levi-Civita connections along null parallel distributions.
method Analyzing projectability of torsion-free connections along foliations on manifolds, focusing on neutral metric signatures and mid-dimensional distributions.
result Extension of Patterson and Walker's Riemann extension metrics to null parallel distributions of any dimension.

We introduce and study the notion of contact dual pair adopting a line bundle approach to contact and Jacobi geometry. A contact dual pair is a pair of Jacobi morphisms defined on the same contact manifold and satisfying a certain orthogonality condition. Contact groupoids and contact reduction are the main sources of …

2019-03-12abs ↗pdf ↗

The paper studies diffeomorphisms of a specific foliation on a Klein bottle.

problem Computing homotopy types of diffeomorphism groups for a specific foliation.
method Analyzes a Morse-Bott foliation on a solid Klein bottle and its twisted bundle.
result Computes homotopy types of foliated and leaf-preserving diffeomorphism groups.

Hiss and Szczepański proved in 1991 that the holonomy group of any compact flat Riemannian manifold, of dimension at least two, acts reducibly on the rational span of the Euclidean lattice associated with the manifold via the first Bieberbach theorem. Geometrically, their result states that such a manifold must admit a…

2019-03-25abs ↗pdf ↗

Symmetric Poisson structures linked to geodesic foliations and Jordan algebras.

problem Understanding geometric structures related to geodesic foliations and dynamics.
method Introducing symmetric Poisson structures, proving correspondences with geodesic foliations and Jordan algebras.
result Symmetric Poisson structures correspond to totally geodesic foliations and Jacobi-Jordan algebras.

Classifies manifolds with specific spinors and constructs parallel spinors.

problem Classifying manifolds with generalized Killing spinors.
method Explicitly constructs parallel spinors and considers modified Dirac currents.
result Classifies Riemannian spin^c manifolds with type I and II imaginary generalized Killing spinors.

We prove that the boundary of an orbit space or more generally a leaf space of a singular Riemannian foliation is an Alexandrov space in its intrinsic metric, and that its lower curvature bound is that of the leaf space. A rigidity theorem for positively curved leaf spaces with maximal boundary volume is also establish…

2018-04-05abs ↗pdf ↗

Develops new approach to recover CR structures from their Levi foliations.

problem Recovering CR structures from their Levi foliations for nonregular symbols.
method Reduction to dynamical Legendrian contact structure on leaf space.
result New geometric interpretation of CR prolongation conditions.

The paper studies homeotopy groups of leaf spaces for specific foliations.

problem Identifying homeotopy groups of leaf spaces for non-compact surfaces with non-compact leaves.
method Identifying homeotopy groups with automorphisms of graphs and showing induced homomorphisms.
result The induced homomorphism between homeotopy groups is either injective or has a kernel of Z_2.

Unsupervised deep learning detects and localizes crop leaf diseases.

problem Automated detection and localization of crop diseases.
method Three types of autoencoders (CAE, CVAE, VQ-VAE) applied to an open-source dataset.
result VQ-VAE autoencoder outperforms in image reconstruction, anomaly removal, detection, and localization.

Let XX be a connected non-compact 22-dimensional manifold possibly with boundary and ΔΔ be a foliation on XX such that each leaf ωΔω\inΔ is homeomorphic to R\mathbb{R} and has a trivially foliated neighborhood. Such foliations on the plane were studied by W. Kaplan who also gave their topological classification. H…

2016-05-31abs ↗pdf ↗

LARF improves random forests with attention mechanisms and contamination models.

problem Improving accuracy in classification tasks with random forests.
method Introduces a two-level attention mechanism and uses a mixture of contamination models.
result Significantly improved classification performance on various datasets.

Minimal hyperbolic foliations on 3-manifolds have non-simply connected generic leaves.

problem Characterizing surfaces with minimal hyperbolic foliations.
method Analyzing codimension one foliations on closed 3-manifolds.
result Noncompact surfaces satisfying a specific condition are homeomorphic to the leaf of a minimal foliation with non-simply connected generic leaf.

Torus leaves play a crucial role in the theory of foliations. For example non-taut foliations admit a torus leaf (see the article of Goodman). In this paper, we study all the foliations near a torus leaf, and try to understand why sometimes it is taut, or non-taut (and Reebless). We focus on some crucial examples to un…

2011-05-16abs ↗pdf ↗

We introduce a category of rigid geometries on singular spaces which are leaf spaces of foliations and are considered as leaf manifolds. We single out a special category F0\mathfrak F_0 of leaf manifolds containing the orbifold category as a full subcategory. Objects of F0\mathfrak F_0 may have non-Hausdorff topology u…

2017-04-13abs ↗pdf ↗

The paper gives a categorical approach to generalized manifolds such as orbit spaces and leaf spaces of foliations. It is suggested to consider these spaces as sets equipped with some additional structure which generalizes the notion of atlas. The approach is compared with the known ones that use the Grothendieck topos…

2015-01-20abs ↗pdf ↗

The topology of the Hausdorff leaf spaces (HLS) for a codim-1 foliation is the main topic of this paper. At the beginning, the connection between the Hausdorff leaf space and a warped foliations is examined. Next, the author describes the HLS for all basic constructions of foliations such as transversal and tangential …

2009-01-07abs ↗pdf ↗

Neural network model improves leaf spectral reflectance prediction for grapevines.

problem Inaccurate modeling of grapevine leaf spectral reflectance from traits.
method Multi-head attention neural network trained on grapevine-specific data.
result Model achieved high accuracy (R^2=0.84, NRMSE=1.52%) and outperformed PROSPECT-PRO.

We prove that Riemannian foliations on complete contractible manifolds have a closed leaf, and that all leaves are closed if one closed leaf has a finitely generated fundamental group. Under additional topological or geometric assumptions we prove that the foliation is also simple.

2013-09-08abs ↗pdf ↗

We show that if L\mathcal{L} is a codimension-one lamination in a finite volume hyperbolic 3-manifold such that the principal curvatures of each leaf of L\mathcal{L} are all in the interval (δ,δ)(-δ,δ) for a fixed δ[0,1)δ\in[0,1) and no complimentary region of L\mathcal{L} is an interval bundle over a surface, then each bo…

2009-01-09abs ↗pdf ↗

In this short note we give a complete characterization of a certain class of compact corank one Poisson manifolds, those equipped with a closed one-form defining the symplectic foliation and a closed two-form extending the symplectic form on each leaf. If such a manifold has a compact leaf, then all the leaves are comp…

2010-09-06abs ↗pdf ↗

In this paper we aim at the description of foliations having tangent sheaf TFT\mathcal F with c1(TF)=c2(TF)=0c_1(T\mathcal F)=c_2(T\mathcal F)=0 on non-uniruled projective manifolds. We prove that the universal covering of the ambient manifold splits as a product, and that the Zariski closure of a general leaf of F\mathcal F is an…

2012-10-22abs ↗pdf ↗

We present an algorithm for classification tasks on big data. Experiments conducted as part of this study indicate that the algorithm can be as accurate as ensemble methods such as random forests or gradient boosted trees. Unlike ensemble methods, the models produced by the algorithm can be easily interpreted. The algo…

2017-10-26abs ↗pdf ↗

Regular neighborhoods of singular submanifolds are isotopic to bundle morphisms.

problem Isotoping regular neighborhoods of singular submanifolds to bundle morphisms.
method Leaf preserving isotopy and homogeneity assumptions on foliations.
result Every leaf preserving diffeomorphism of a regular neighborhood is isotopic to a bundle morphism.

We prove the following theorem for Holomorphic Foliations in compact complex kaehler manifolds: if there is a compact leaf with finite holonomy, then every leaf is compact with finite holonomy. As corollary we reobtain stability theorems for compact foliations in Kaehler manifolds of Edwards-Millett-Sullivan and Hollma…

2000-02-11abs ↗pdf ↗