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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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115229344458 · Jun 202019922001200920172026
48 results for Marked Point Fields

Using the L2L^2-norm of the Higgs field as a Morse function, we count the number of connected components of the moduli space of parabolic U(p,q)U(p,q)-Higgs bundles over a Riemann surface with a finite number of marked points, under certain genericity conditions on the parabolic structure. This space is homeomorphic to the…

2006-03-15abs ↗pdf ↗

We show that all GL(2,R) equivariant point markings over orbit closures of translation surfaces arise from branched covering constructions and periodic points, completely classify such point markings over strata of quadratic differentials, and give applications to the finite blocking problem.

2017-08-10abs ↗pdf ↗

Motivated by the prediction of cell loads in cellular networks, we formulate the following new, fundamental problem of statistical learning of geometric marks of point processes: An unknown marking function, depending on the geometry of point patterns, produces characteristics (marks) of the points. One aims at learnin…

2018-12-19abs ↗pdf ↗

Let ΓΓ be a finitely generated group and GG be a noncompact semisimple connected real Lie group with finite center. We consider the space X\mathcal X of conjugacy classes of reductive representations of ΓΓ into GG. We define the {\it translation vector} of an element gg in GG, with values in a Weyl chamber, as a…

2010-03-04abs ↗pdf ↗

New model captures time and mark inter-dependence in TPPs.

problem Limited predictive performance of conditionally independent TPP models on entangled time and mark interactions.
method Developed a multivariate TPP that models conditional inter-dependence of time and mark, using both intensity-based and intensity-free models.
result Proposed TPP models outperform conditionally independent and dependent models in standard prediction tasks.

In this note, I discuss in some detail the dual version of the ribbon graph decomposition of the moduli spaces of Riemann surfaces with boundary and marked points, which I introduced in math.AG/0402015, and used in math.QA/0412149 to construct open-closed topological conformal field theories. This dual version of the r…

2006-01-06abs ↗pdf ↗

We introduce in this paper a field theory on symplectic manifolds that are fibered over a real surface with interior marked points and cylindrical ends. We assign to each such object a morphism between certain tensor products of quantum and Floer homologies that are canonically attached to the fibration. We prove a com…

2003-09-19abs ↗pdf ↗

Proves Grothendieck-Teichmüller group acts on specific mapping class groups.

problem Proving the action of GT^\widehat{GT} on specific mapping class groups.
method Analyzes the Grothendieck-Teichmüller group and mapping class groups.
result Proves GT^\widehat{GT} acts on Γ^g,0\widehatΓ_{g,0} and Γ^g,1\widehatΓ_{g,1} for all g>0g>0.

We study body-and-hinge and panel-and-hinge chains in R^d, with two marked points: one on the first body, the other on the last. For a general chain, the squared distance between the marked points gives a Morse-Bott function on a torus configuration space. Maximal configurations, when the distance between the two marke…

2008-12-07abs ↗pdf ↗

Neural marked point processes show saturation with complexity, leading to new simple architectures.

problem Performance saturation in neural marked point processes with complex architectures.
method Proposed GCHP with graph convolutional layers and likelihood ratio loss.
result GCHP reduces training time and improves model performance.

Paper introduces a neural network-based non-stationary influence kernel for complex event data.

problem Modeling complex, non-stationary, and dependent discrete event data.
method Neural Spectral Marked Point Processes (NSMPP) with a versatile non-stationary influence kernel.
result NSMPP outperforms state-of-the-art models on synthetic and real data.

By studying spaces of flow graphs in a closed oriented manifold, we construct operations on its cohomology, parametrized by the homology of the moduli spaces of compact Riemann surfaces with boundary marked points. We show that the operations satisfy the gluing axiom of an open homological conformal field theory. This …

2013-05-02abs ↗pdf ↗

We show that the mapping class group of a handlebody of genus at least 2 (with any number of marked points or spots) is exponentially distorted in the mapping class group of its boundary surface. The same holds true for solid tori with at least two marked points or spots.

2011-01-10abs ↗pdf ↗

Three elements generate balanced superelliptic mapping class groups.

problem Generating balanced superelliptic mapping class groups.
method Proving groups are generated by three elements through normalizers and liftable mapping class groups.
result Balanced superelliptic mapping class groups are generated by three elements.

This paper introduces the factorial marked temporal point process model and presents efficient learning methods. In conventional (multi-dimensional) marked temporal point process models, event is often encoded by a single discrete variable i.e. a marker. In this paper, we describe the factorial marked point processes w…

2018-01-21abs ↗pdf ↗

This research detects and identifies human-made objects in 3D point clouds using novel methods.

problem Detect and identify human-made objects in 3D point clouds.
method Ground filtering, local information extraction, clustering using Marked Point Fields (MPFs) and Hessian matrix.
result The proposed method outperforms previous techniques in detecting human-made objects.

Framework handles both exchangeable and non-exchangeable event sequences without tuning.

problem Handling both exchangeable and non-exchangeable event sequences efficiently.
method Parametric Hawkes-process-inspired conditional probability mass function with variational inference.
result Competitive computational and predictive performance against state-of-the-art methods.

Quantum duality map extended to general marked surfaces and its compatibility with skein algebras proven.

problem Generalizing quantum duality map to general marked surfaces and proving its compatibility with skein algebras.
method Generalized quantum duality map, reduced stated skein algebras, quantum trace maps, skein lifting.
result Compatibility of quantum duality map with skein algebras proven.

The Ricci flow on the 2-sphere with marked points is shown to converge in all three stable, semi-stable, and unstable cases. In the stable case, the flow was known to converge without any reparametrization, and a new proof of this fact is given. The semi-stable and unstable cases are new, and it is shown that the flow …

2014-07-04abs ↗pdf ↗

The paper explores how magnetic systems' spectra can identify metrics and 1-forms.

problem Can the marked magnetic action spectrum of magnetic systems with Anosov flow determine the metric and 1-form?
method The paper addresses this question in two settings: locally for systems with close metrics and 1-forms, and for metrics in the same conformal class.
result The paper answers the question affirmatively in both settings.

Study Farrell cohomology for non-orientable surfaces, classifying subgroup conjugacy.

problem Determine the pp-primary component of Farrell cohomology for non-orientable surfaces.
method Classify subgroups of order pp using topological equivalence adapted to surfaces with marked points.
result Determine the pp-primary component of Farrell cohomology for non-orientable surfaces.

Estimates the rational homological dimension of Riemann surfaces with boundary and marked points.

problem Estimating the homological dimensions of Riemann surfaces with boundary and marked points.
method Developed an estimate for the rational homological dimension of Riemann surfaces with possible boundary and marked points.
result Provided an estimate for the rational homological dimension of Riemann surfaces with boundary and marked points.

In a wide variety of applications, humans interact with a complex environment by means of asynchronous stochastic discrete events in continuous time. Can we design online interventions that will help humans achieve certain goals in such asynchronous setting? In this paper, we address the above problem from the perspect…

2018-05-23abs ↗pdf ↗

We describe the moduli space of stable rank 2 parabolic bundles over an elliptic curve with 3 marked points.

problem Characterize the moduli space of stable rank 2 parabolic bundles over an elliptic curve with marked points.
method Explicitly describe the moduli space as a blow-up of an embedded elliptic curve in (CP1)3(\mathbb{CP}^1)^3 and interpret it as the SU(2)SU(2) character variety of the 3-punctured torus.
result The moduli space Ms(X,3)M^s(X,3) can be described as a blow-up of an embedded elliptic curve in (CP1)3(\mathbb{CP}^1)^3 and interpreted as the SU(2)SU(2) character variety of the 3-punctured torus.

Exact asymptotic solutions found for nonlinear Hawkes processes.

problem Analytical solutions for nonlinear Hawkes processes with positive and negative feedbacks.
method Field master equation approach to classify steady-state solutions.
result Explicit power law formulas for steady-state intensity distributions Pss(λ)λ1aP_{\mathrm{ss}}(λ)\propto λ^{-1-a}, with aa as a function of parameters.

Topological quantum field theories with gauge group SU2\textrm{SU}_2 associate to each surface with marked points ΣΣ and each integer r>0r>0 a vector space Vr(Σ)V_r (Σ) and to each simple closed curve γγ in ΣΣ an Hermitian operator TrγT_r^γ acting on that space. We show that the matrix elements of the operators TrγT_r^γ ha…

2012-06-05abs ↗pdf ↗

We show that, on an oriented compact surface, two sufficiently C2C^2-close Riemannian metrics with strictly convex boundary, no conjugate points, hyperbolic trapped set for their geodesic flows, and same marked boundary distance, are isometric via a diffeomorphism that fixes the boundary. We also prove that the same co…

2016-02-09abs ↗pdf ↗

The study examines flip-graphs of non-orientable surfaces and their diameters.

problem Understanding the structure and diameter of flip-graphs of non-orientable surfaces.
method Constructing triangulations of non-orientable surfaces, quotienting by homeomorphisms, and analyzing the resulting flip-graphs.
result Bounds on the diameter of flip-graphs of non-orientable surfaces, with specific growth rates for Möbius strips.

We are interested in the 3-Calabi-Yau categories D\mathcal{D} arising from quivers with potential associated to a triangulated marked surface S\mathbf{S} (without punctures). We prove that the spherical twist group ST of D\mathcal{D} is isomorphic to a subgroup (generated by braid twists) of the mapping class group …

2014-07-03abs ↗pdf ↗

It is known that every nontrivial knot has at least two quadrisecants. Given a knot, we mark each intersection point of each of its quadrisecants. Replacing each subarc between two nearby marked points with a straight line segment joining them, we obtain a polygonal closed curve which we will call the quadrisecant appr…

2010-10-14abs ↗pdf ↗