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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.

168,742 papers · 148 categories

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79157236314 · Jun 202019922001200920172026
48 results for Sobolev intrinsic graphs

Generalizes Sobolev IPM for graph-based measures using Orlicz geometric structure.

problem Limitation of Le et al. (2025) framework to LpL^p geometry.
method Generalizes Sobolev IPM through Orlicz geometric structure, employing convex functions to capture nuanced geometric relationships.
result GSI-M reduces to a simple univariate optimization problem, achieving remarkable computational efficiency.

Novel algorithm speeds up computation of Sobolev IPM for graph-based probability measures.

problem Efficient computation of Sobolev IPM for graph-based probability measures.
method Established relation between Sobolev norm and weighted LpL^p-norm, proposed novel regularization, leveraged graph structure.
result Proposed regularized Sobolev IPM provides closed-form expression for fast computation.

PCR-LE achieves optimal rates for nonparametric regression over Sobolev spaces.

problem Nonparametric regression over Sobolev spaces with random design.
method PCR-LE using Laplacian Eigenmaps on neighborhood graphs.
result PCR-LE achieves minimax rates of convergence for both estimation and goodness-of-fit testing.

Sharp fractional Sobolev inequalities on closed manifolds identified.

problem Critical fractional Sobolev embedding on closed Riemannian manifolds.
method Intrinsic heat-kernel based framework, determining optimal coefficients, proving sharp inequalities.
result Sharp pp-power inequality and almost sharp inequality established.

We propose a new Integral Probability Metric (IPM) between distributions: the Sobolev IPM. The Sobolev IPM compares the mean discrepancy of two distributions for functions (critic) restricted to a Sobolev ball defined with respect to a dominant measure μμ. We show that the Sobolev IPM compares two distributions in hig…

2017-11-14abs ↗pdf ↗

In this paper, we prove the equivalent of ultracontractive bound of heat semigroup or the uniform upper bound of the heat kernel with the Nash inequality, Log-Sobolev inequalities on graphs. We also show that under the assumption of volume growth and nonnegative curvature CDE(n,0)CDE'(n,0) the Sobolev inequality, Nash inequa…

2015-02-06abs ↗pdf ↗

We extend Sobolev transport to unbalanced measures on graphs.

problem Optimal transport struggles with measures of different total mass and high computational complexity.
method We propose a scalable unbalanced Sobolev transport (UST) for measures on graphs.
result UST admits a closed-form formula for fast computation and is negative definite.

New graph shows edge deletion/contraction doesn't always result in intrinsically linked graphs.

problem Edge operations in intrinsically knotted graphs don't always produce intrinsically linked graphs.
method Presented a new intrinsically knotted graph.
result Edge operations in intrinsically knotted graphs don't always result in intrinsically linked graphs.

We classify graphs that are 0, 1, or 2 edges short of being complete partite graphs with respect to intrinsic linking and intrinsic knotting. In addition, we classify intrinsic knotting of graphs on 8 vertices. For graphs in these families, we verify a conjecture presented in Adams' "The Knot Book": If a vertex is remo…

2003-12-09abs ↗pdf ↗

We find maximal representatives within equivalence classes of metric spheres. For Ahlfors regular spheres these are uniquely characterized by satisfying the seemingly unrelated notions of Sobolev-to-Lipschitz property, or volume rigidity. We also apply our construction to solutions of the Plateau problem in metric spac…

2019-09-23abs ↗pdf ↗

We introduce new sufficient conditions for intrinsic knotting and linking. A graph on n vertices with at least 4n-9 edges is intrinsically linked. A graph on n vertices with at least 5n-14 edges is intrinsically knotted. We also classify graphs that are 0, 1, or 2 edges short of being complete partite graphs with respe…

2007-01-15abs ↗pdf ↗

Unified framework for Sobolev spaces on vector bundles, including explicit integration by parts.

problem Developing a comprehensive theory for Sobolev spaces on vector bundles.
method Explicit higher-order geometric integration by parts formula on arbitrary Riemannian manifolds.
result Direct proofs of classical theorems in Sobolev spaces on vector bundles.

Johnson, Kidwell, and Michael showed that intrinsically knotted graphs have at least 21 edges. Also it is known that K7 and the thirteen graphs obtained from K7 by rY moves are intrinsically knotted graphs with 21 edges. We prove that these 14 graphs are the only intrinsically knotted graphs with 21 edges.

2012-07-31abs ↗pdf ↗

A graph is intrinsically knotted if every embedding contains a knotted cycle. It is known that intrinsically knotted graphs have at least 21 edges and that the KS graphs, K7K_7 and the 13 graphs obtained from K7K_7 by Y\nabla Y moves, are the only minor minimal intrinsically knotted graphs with 21 edges. This set incl…

2014-11-07abs ↗pdf ↗

A new metric for comparing probability measures on graphs, scalable and negative definite.

problem Optimal transport's high complexity and indefiniteness for kernel machines.
method Sobolev transport metric for graph metrics, closed-form formula, negative definiteness.
result Sobolev transport yields a scalable and negative definite metric.

Graphs and their complements are intrinsically knotted.

problem Characterizing maximal linklessly embeddable graphs and their complements.
method Analyzing maximal linklessly embeddable graphs, deriving connected domination numbers, and proving intrinsic knotting properties.
result Complements of maximal linklessly embeddable graphs of order 12 and 15 are intrinsically knotted.

We say that a graph is intrinsically non-trivial if every spatial embedding of the graph contains a non-trivial spatial subgraph. We prove that an intrinsically non-trivial graph is intrinsically linked, namely every spatial embedding of the graph contains a non-splittable 2-component link. We also show that there exis…

2008-04-26abs ↗pdf ↗

We examine graphs that contain a non-trivial link in every embedding into real projective space, using a weaker notion of unlink than was used by Flapan, et al. We call such graphs intrinsically linked in projective space. We fully characterize such graphs with connectivity 0,1 and 2. We also show that only one Peterse…

2008-09-02abs ↗pdf ↗

The paper studies maps in the Heisenberg group and their images, called Rickman rugs.

problem Understanding maps and their images in the Heisenberg group.
method Analyzes maps f ⁣:WoHf \colon \mathbb{W} o \mathbb{H}, where H\mathbb{H} is the first Heisenberg group and W\mathbb{W} is a vertical subgroup.
result Rickman rugs in the Heisenberg group admit a corona decomposition by intrinsic bilipschitz graphs.

A graph is called intrinsically knotted if every embedding of the graph contains a knotted cycle. Johnson, Kidwell and Michael showed that intrinsically knotted graphs have at least 21 edges. Recently Lee, Kim, Lee and Oh, and, independently, Barsotti and Mattman, showed that K7K_7 and the 13 graphs obtained from K7K_7

2014-07-13abs ↗pdf ↗

The paper studies harmonic graphs in the Heisenberg group and their properties.

problem No analogous theorem exists for HH-minimal surfaces in the Heisenberg group.
method Introduced intrinsic Dirichlet energy and studied its critical points (contact harmonic graphs).
result Calibration condition and construction of energy-minimizing graphs with various singularities.

Study uniformly differentiable graphs in Carnot groups, proving area formulas.

problem Characterize uniformly differentiable intrinsic graphs in Carnot groups.
method Characterize uniform intrinsic differentiability via Hölder properties of projections of vector fields.
result Explicit area formula for uniformly intrinsically differentiable maps in Carnot groups.

A graph is called intrinsically knotted if every embedding of the graph contains a knotted cycle. Johnson, Kidwell and Michael, and, independently, Mattman showed that intrinsically knotted graphs have at least 21 edges. Recently Lee, Kim, Lee and Oh, and, independently, Barsotti and Mattman, showed that K7K_7 and the …

2017-08-13abs ↗pdf ↗

A directed graph GG is intrinsically linked\textit{intrinsically linked} if every embedding of that graph contains a non-split link LL, where each component of LL is a consistently oriented cycle in GG. A tournament\textit{tournament} is a directed graph where each pair of vertices is connected by exactly one directed edge. We consider intr…

2019-01-11abs ↗pdf ↗

Proposes GST for efficient computation of generalized Sobolev transport on graph metrics.

problem Optimal transport for measures on graph metric spaces with limited flexibility.
method Introduces GST, a generalized variant of Sobolev transport that adapts to various geometric structures.
result GST is significantly faster than Orlicz-Wasserstein (OW) and demonstrates advantages in document classification and topological data analysis.

We introduce a notion of intrinsic linking and knotting for virtual spatial graphs. Our theory gives two filtrations of the set of all graphs, allowing us to measure, in a sense, how intrinsically linked or knotted a graph is; we show that these filtrations are descending and non-terminating. We also provide several ex…

2006-06-09abs ↗pdf ↗

We say that a graph is intrinsically knotted or completely 3-linked if every embedding of the graph into the 3-sphere contains a nontrivial knot or a 3-component link any of whose 2-component sublink is nonsplittable. We show that a graph obtained from the complete graph on seven vertices by a finite sequence of $\tria…

2010-06-03abs ↗pdf ↗

Flapan--Naimi--Pommersheim showed that every spatial embedding of K10K_{10}, the complete graph on ten vertices, contains a non-split three-component link; that is, K10K_{10} is intrinsically triple-linked in R3\mathbb{R}^3. The work of Bowlin--Foisy and Flapan--Foisy--Naimi--Pommersheim extended the list of known intrin…

2008-11-10abs ↗pdf ↗

We present evidence in support of a conjecture that a bipartite graph with at least five vertices in each part and |E(G)| \geq 4 |V(G)| - 17 is intrinsically knotted. We prove the conjecture for graphs that have exactly five or exactly six vertices in one part. We also show that there is a constant C_n such that a bipa…

2008-10-31abs ↗pdf ↗

We focus our attention on the notion of intrinsic Lipschitz graphs, inside a special class of metric spaces i.e. the Carnot groups. More precisely, we provide a characterization of locally intrinsic Lipschitz functions in Carnot groups of step 2 in terms of their intrinsic distributional gradients.

2019-03-06abs ↗pdf ↗

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.

We consider intrinsic linking and knotting in the context of directed graphs. We construct an example of a directed graph that contains a consistently oriented knotted cycle in every embedding. We also construct examples of intrinsically 3-linked and 4-linked directed graphs. We introduce two operations, consistent edg…

2017-02-21abs ↗pdf ↗

This paper introduces a number of new intrinsically 3-linked graphs through five new constructions. We then prove that intrinsic 3-linkedness is not preserved by Y\text{Y}\nabla moves. We will see that the graph MM, which is obtained through a Y\text{Y}\nabla move on (PG)(PG)(PG)^*_*(PG), is not intrinsically 3-linked.

2014-10-08abs ↗pdf ↗