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.

169,291 papers · 148 categories

Trend · papers per month

71141212282 · Jun 202019922001200920182026
48 results for graph submanifolds

Bayesian methods estimate regression functions on submanifolds using graph Laplacian eigenbasis.

problem Estimating regression functions on unknown smooth submanifolds.
method Random geometric graph structure, Bayesian priors based on random basis expansion in graph Laplacian eigenbasis.
result Posterior contraction rates are minimax optimal for any positive smoothness index.

Study area and coarea formulas for graphs and submanifolds in Carnot groups.

problem Understanding geometric properties of submanifolds in Carnot groups.
method Developed area and coarea formulas for CH1C^1_H intrinsic graphs and submanifolds.
result Deduced density properties for Hausdorff measures and coarea formula for Carnot groups.

The paper proves properties for random graphs based on geometric submanifolds.

problem Establishing measure-metric properties of random geometric graphs.
method Analyzing ε\varepsilon-neighborhood graphs with specific conditions on submanifold and distribution.
result Volume doubling and local Poincaré inequalities hold for random geometric graphs with high probability.

New hyperbolic graph constructed from projections of free splitting graph.

problem Constructing a new hyperbolic graph from projections of free splitting graph.
method Using submanifold projections and geometric realization of free splitting graph.
result A new hyperbolic graph constructed for n3n\geq 3.

Graph Laplacian converges to Laplace-Beltrami operator with a specific rate.

problem Convergence of graph Laplacian to Laplace-Beltrami operator on random geometric graphs.
method Analysis of random geometric graphs and eigenvalue convergence rates.
result Eigenvalues and eigenvectors of graph Laplacian converge to Laplace-Beltrami operator with rate O((lognn)12m)O\Big(\big(\frac{\log n}{n}\big)^\frac{1}{2m}\Big).

New method uses manifold learning to infer latent positions of 1D submanifolds in random dot product graphs.

problem Inference on latent positions of unknown 1D submanifolds in RDPGs.
method Apply Isomap for manifold learning to estimate arc lengths on the unknown submanifold.
result Test statistics based on Isomap converge to known submanifold power as auxiliary vertices increase.

This is mainly a survey article on the recent development of the theory of graph-like Legendrian unfoldings and its applications. The notion of big Legendrian submanifolds was introduced by Zakalyukin for describing the wave front propagations. Graph-like Legendrian unfoldings belong to a special class of big Legendria…

2014-10-31abs ↗pdf ↗

Paper analyzes convergence of Laplacian eigenmaps on submanifolds with singularities.

problem Analyzing convergence of Laplacian eigenmaps on submanifolds with singularities.
method Using ε-neighborhood graphs constructed from random points on the submanifold, the paper provides a spectral approximation result for the Laplacian.
result The convergence rate for the eigenvalue of the Laplacian is \( O\left(\left(\log n/n ight)^{1/(m+2)} ight) \), where \( m \) and \( n \) are the dimension of the manifold and the sample size, respectively.

A new model clusters networks with community-specific submanifold structures.

problem Clustering networks with community-specific submanifold structures.
method Latent Structure Block Models (LSBM) for Bayesian spectral graph clustering.
result LSBM correctly recovers underlying communities in one-dimensional manifold structures.

The paper solves Bernstein problems for specific submanifolds in high-dimensional spaces.

problem Bernstein problem for smooth maps to lower dimensions forming calibrated submanifolds.
method Established conditions for maps to be affine based on the slope's second elementary symmetric polynomial.
result Conditions ensuring maps are affine for coassociative and Cayley submanifolds in R7\mathbb{R}^7 and R8\mathbb{R}^8.

The paper studies the asymptotic expansion of Gaussian integral operators on Riemannian submanifolds.

problem Analyzing the asymptotic behavior of Gaussian integral operators on Riemannian submanifolds.
method Deriving a full asymptotic expansion of the Gaussian integral operator and computing the first-order correction term.
result Explicit computation of the first-order correction term in terms of mean curvature vector and scalar curvature.

We address the study of some curvature equations for distinguished submanifolds in para-Kähler geometry. We first observe that a para-complex submanifold of a para-Kähler manifold is minimal. Next we describe the extrinsic geometry of Lagrangian submanifolds in the para-complex Euclidean space D^n and discuss a number …

2015-10-21abs ↗pdf ↗

A world sheet in anti-de Sitter space is a timelike submanifold consisting of a one-parameter family of spacelike submanifolds. We consider the family of lightlike hypersurfaces along spacelike submanifolds in the world sheet. The locus of the singularities of lightlike hypersurfaces along spacelike submanifolds forms …

2015-07-02abs ↗pdf ↗

Paper proves stability of flow in cotangent bundle for special Lagrangian submanifolds.

problem Stability of generalized Lagrangian mean curvature flow in cotangent bundle.
method New derivative estimates to weaken initial conditions and remove curvature constraints.
result Stability of flow near special Lagrangian submanifolds in cotangent bundle.

An nn dimensional minimal submanifold ΣΣ of Rn+m\R^{n+m} is called non-parametric if ΣΣ can be represented as the graph of a vector-valued function f:DRnRmf:D\subset \R^n \mapsto \R^m. This note provides a sufficient condition for the stability of such ΣΣ in terms of the norm of the differential dfdf.

2002-11-01abs ↗pdf ↗

Study on mean curvature flow of graphs in higher dimensions.

problem Analyzing the evolution of graphs under mean curvature flow.
method Derives estimates using a new maximum principle for submanifolds, applies to uniformly area decreasing maps.
result Graphicality and area decreasing property are preserved for uniformly area decreasing maps.

We construct examples of CC^\infty smooth submanifolds in Cn{\Bbb C}^n and Rn{\Bbb R}^n of codimension 2 and 1, which intersect every complex, respectively real, analytic curve in a discrete set. The examples are realized either as compact tori or as properly imbedded Euclidean spaces, and are the graphs of quasianaly…

2004-02-23abs ↗pdf ↗

Let Ωand \tildeΩ be uniformly convex domains in \mathbb{R}^n with smooth boundary. We show that there exists a diffeomorphism f: Ω\to \tildeΩ such that the graph Σ= \{(x,f(x)): x \in Ω\} is a minimal Lagrangian submanifold of \mathbb{R}^n \times \mathbb{R}^n.

2008-05-23abs ↗pdf ↗

Laplacian Eigenvectors of the graph constructed from a data set are used in many spectral manifold learning algorithms such as diffusion maps and spectral clustering. Given a graph constructed from a random sample of a dd-dimensional compact submanifold MM in RD\mathbb{R}^D, we establish the spectral convergence rate…

2015-10-27abs ↗pdf ↗

A standard fact about two incompressible surfaces in an irreducible 3-manifold is that one can move one of them by isotopy so that their intersection becomes π1π_1-injective. By extending it on the maps of some 3-dimensional Zn\mathbb{Z}_n-manifolds into 4-manifolds, we prove that any homotopy equivalence of 4-dimensio…

2005-04-12abs ↗pdf ↗

Constructs special Lagrangian submanifolds in Calabi-Yau 3-folds.

problem Constructing special Lagrangian submanifolds in collapsing Calabi-Yau 3-folds.
method Constructs special Lagrangian submanifolds in collapsing Calabi-Yau 3-folds fibered by K3 surfaces.
result Special Lagrangian submanifolds shrink to 1-dimensional graphs in the base as the 3-folds collapse.

The paper calculates area Siegel--Veech constants for specific submanifolds of REL zero.

problem Calculating area Siegel--Veech constants for affine invariant submanifolds of REL zero.
method Using volumes of the principal boundary strata and intersection theory.
result Proves a conjectural formula for the area Siegel--Veech constant in the case of REL zero.

We consider the mean curvature flow of the graph of a smooth map f:R2R2f:\mathbb{R}^2\to\mathbb{R}^2 between two-dimensional Euclidean spaces. If ff satisfies an area-decreasing property, the solution exists for all times and the evolving submanifold stays the graph of an area-decreasing map ftf_t. Further, we prove unifo…

2016-08-18abs ↗pdf ↗

The Gromov-Eliashberg theorem says that the group of symplectomorphisms of a symplectic manifold is C^0-closed in the group of diffeomorphisms. This can be translated into a statement about the Lagrangian submanifolds which are graphs of symplectomorphisms. It is also known that such Lagrangian submanifolds are locally…

2013-11-01abs ↗pdf ↗

Proves curvature estimates for 3D surfaces solving scalar curvature equations.

problem Estimating curvature of 3D surfaces solving scalar curvature equations.
method Integral method and new Lagrangian submanifold observation.
result Interior curvature estimates for 3D hypersurfaces are proven.

Let M be a totally orientable graph manifold with characteristic submanifold T and let M = V cup_S W be a Heegaard splitting. We prove that S is standard. In particular, S is the amalgamation of strongly irreducible Heegaard splittings. The splitting surfaces S_i of these strongly irreducible Heegaard splittings have t…

2004-06-09abs ↗pdf ↗

The paper extends graph embedding models to handle multiple relations.

problem Link prediction in multi-relational networks.
method Generalized pseudo-Riemannian embedding models to multi-relational networks, considering relations as submanifolds.
result Validation of the approach in link prediction tasks, including knowledge graph completion and biological domain analysis.

Study examines mean curvature flow on graphs of maps between manifolds.

problem Investigating mean curvature flow on graphs of maps between manifolds with bounded geometry.
method Investigates the mean curvature flow of graphs of smooth length-decreasing maps f:RmoNf:\mathbb{R}^m o N.
result Uniform decay estimates for all derivatives of order 2\ge 2 of ftf_t along the flow.

Let (Σ, ω) be a compact Riemann surface with constant curvature c. In this work, we proved that the mean curvature flow of a given Hamiltonian diffeomorphism on Σ provides a smooth path in Ham(Σ), the group of all Hamiltonian diffeomorphisms of Σ. This result gives a proof, in the case of graph of Hamiltonian diffeomor…

2012-11-05abs ↗pdf ↗

Suppose that C=(C1,...,Cm)C=(C_1,..., C_m) is a configuration of 2-dimensional symplectic submanifolds in a symplectic 4-manifold (X,ω)(X,ω) with connected, negative definite intersection graph ΓCΓ_C. We show that by replacing an appropriate neighborhood of Ci\cup C_i with a smoothing WSW_S of a normal surface singularity (S,0)(S, 0) w…

2012-11-29abs ↗pdf ↗