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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.

168,657 papers · 148 categories

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48 results for marked points

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 ↗

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.

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.

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 ↗

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 ↗

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.

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 ↗

A new method for pricing derivatives using self-exciting dynamics and finite-difference transforms.

problem Pricing derivatives with accumulated marks using a self-exciting marked point process.
method Derive discounted pricing equation as a PIDE, transform to one-dimensional PIDEs, use Laplace/Fourier transform, approximate jump term, solve using finite difference scheme.
result Efficiently price derivatives with accumulated marks using a novel finite-difference and transform approach.

PUMA augments models to remove unique data points without performance loss.

problem Preserving model performance while removing unique training data points.
method Explicitly models data influence, reweights remaining data optimally.
result PUMA effectively removes unique data points without performance degradation.

This paper defines several algebras associated to an oriented surface SS with a finite set of marked points on the boundary. The first is the skein algebra Skq(S)Sk_q(S), which is spanned by links in the surface which are allowed to have endpoints at the marked points, modulo several locally defined relations. The product…

2012-03-30abs ↗pdf ↗

Let ΣΣ be a surface with either boundary or marked points, equipped with an arbitrary framing. In this note we determine the action of the associated "framed mapping class group" on the homology of ΣΣ relative to its boundary (respectively marked points), describing the image as the kernel of a certain crossed homomo…

2020-02-06abs ↗pdf ↗

We establish a product formula for Gromov-Witten invariants for closed, connected, relatively semi-positive Hamiltonian fibrations over any symplectic base. Furthermore, we show that the fibration projection induces a locally trivial (orbi-)fibration map from the moduli space of pseudo-holomorphic maps with marked poin…

2009-04-09abs ↗pdf ↗

Computes the decomposition of rank-three bundles over the projective line with three marked points.

problem Decomposing rank-three bundles over the projective line with three marked points.
method Using the monodromy derivative to compute the roots of the bundles.
result Computes the exact decomposition of rank-three bundles for m=3m = 3.

Study of Teichmüller space geometry using infinitesimal and global methods.

problem Understanding the geometry of Teichmüller space and its tangent/cotangent spheres.
method Systematic study of Thurston metric's infinitesimal and global properties.
result Rigidity statements for the Thurston metric analogous to Royden theorem.

Compute central extension of mapping class group from stated skein algebra

problem Compute central extension of mapping class group from stated skein algebra
method Compute central extension of mapping class group from stated skein algebra
result Compute central extension of mapping class group from stated skein algebra

Study on moduli spaces of branched projective structures on surfaces.

problem Characterizing and understanding moduli spaces of branched projective structures.
method Analytic and geometric methods to study the moduli spaces of branched projective structures.
result The moduli space of marked branched projective structures is a complex analytic space with specific dimensions and singular points.