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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.

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93185278370 · Jun 202019922001200920182026
48 results for signature classes

This is a sequel to the paper "The signature package on Witt spaces, I. Index classes" by the same authors. In the first part we investigated, via a parametrix construction, the regularity properties of the signature operator on a stratified Witt pseudomanifold, proving, in particular, that one can define a K-homology …

2009-11-04abs ↗pdf ↗

We give a parametrix construction for the signature operator on any compact, oriented, stratified pseudomanifold X which satisfies the Witt condition. This construction is inductive. It is then used to show that the signature operator is essentially self-adjoint and has discrete spectrum of finite multiplicity, so that…

2009-06-08abs ↗pdf ↗

Researchers develop Malliavin calculus for signatures, simplifying option Greeks computation.

problem Lack of tractability and explicit representations in Malliavin calculus.
method Focus on finite linear combinations of time-extended Brownian motion signatures, derive explicit formulas for Malliavin derivative, and compute Greeks for path-dependent options.
result Closed-form expressions for classical operators of Malliavin calculus, providing algebraic formulations.

The paper studies signature cocycles on mapping class groups and symplectic groups.

problem Computing the signature of surface bundles over surfaces.
method Geometric and algebraic constructions of signature cocycles, group cohomology analysis.
result Provides a complete answer for N = 2, 4, and 8, showing this is the best possible using this method.

Paper uses algebraic signatures to identify probabilistic structures in empirical data.

problem Identifying probabilistic structure from observed binomials in empirical probability tensors.
method Treating vanishing binomials as algebraic signatures, matching signatures to identify models without parameter estimation.
result The method successfully identified rank-one structures in real language data, revealing interpretable sets of words.

The signature of a surface bundle over a surface is known to be divisible by 4. It is also known that the signature vanishes if the fiber genus is less than or equal to 2 or the base genus is less than or equal to 1. In this article, we construct new smooth 4-manifolds with signature 4 which are surface bundles over su…

2015-11-20abs ↗pdf ↗

In a strengthening of the G-Signature Theorem of Atiyah and Singer, we compute, at least in principle (modulo certain torsion of exponent dividing a power of the order of G), the class in equivariant K-homology of the signature operator on a G-manifold, localized at a prime idea of R(G), in terms of the classes in non-…

1998-12-22abs ↗pdf ↗

In this paper we prove a variety of results about the signature operator on Witt spaces. First, we give a parametrix construction for the signature operator on any compact, oriented, stratified pseudomanifold X which satisfies the Witt condition. This construction, which is inductive over the `depth' of the singularity…

2011-12-05abs ↗pdf ↗

A hyperelliptic broken Lefschetz fibration is a generalization of a hyperelliptic Lefschetz fibration. We construct and compute a local signature of hyperelliptic directed broken Lefschetz fibrations by generalizing Endo's local signature of hyperelliptic Lefschetz fibrations. It is described by his local signature and…

2011-10-24abs ↗pdf ↗

Study explores embedding signature-changing manifolds into higher-dimensional spaces.

problem Smooth metric signature changes in spacetimes.
method Global isometric embeddings into higher-dimensional pseudo-Euclidean spaces.
result Explicit constructions of global embeddings into Minkowski and Misner spaces.

Let us consider a compact oriented riemannian manifold M without boundary and of dimension n=4k. The signature of M is defined as the signature of a given quadratic form Q. Two different products could be used to define Q and they render equivalent definitions: the exterior product of 2k-forms and the cup product of co…

2005-08-10abs ↗pdf ↗

Proves geometric invariance of signature and cohomology for Riemannian foliations.

problem Defining and proving invariance of geometric invariants for Riemannian foliations.
method Analyzes basic signature and Lichnerowicz cohomology under homotopy equivalence.
result Foliated homotopy invariance of basic signature and cohomology.

The study constructs geometrically decomposable aspherical 4-manifolds with non-zero signature and explores their properties.

problem Characterizing geometrically decomposable aspherical 4-manifolds with non-zero signature.
method Constructing examples and proving inequalities for geometrically decomposable aspherical 4-manifolds.
result All geometrically decomposable aspherical 4-manifolds with non-zero signature satisfy the inequality \( \chi \geq 3|σ| \).

Explicit formulas for Hattori-Stong integrability conditions and manifolds' signature properties.

problem Understanding and calculating the signature of stably almost-complex manifolds.
method Combinatorial techniques to derive explicit formulas for Chern class coefficients and signature conditions.
result An evenness condition for the signature of stably almost-complex manifolds in terms of Chern numbers.

The paper extends higher signature invariants to stratified spaces and establishes a new surgery exact sequence.

problem Extending higher signature invariants to stratified spaces.
method Revisiting and extending the surgery exact sequence for stratified spaces.
result Established a natural transformation between the surgery exact sequence and a long exact sequence of K-theory groups for stratified spaces.

The paper develops methods for novelty detection on path space using signature-based statistics.

problem Novelty detection on path space as a hypothesis testing problem.
method Signature-based test statistics, transportation-cost inequalities, CVaR, one-class SVM algorithms.
result Established lower bounds on type-II\mathrm{II} error and general power bounds.

New criteria ensure uniqueness of curve signatures, robust to metric variations.

problem Ensuring uniqueness of curve signatures in differential geometry.
method Introducing new methods through differential equations and higher order derivatives.
result New criteria for curve signature uniqueness in general settings.

Study on averaging geometric structures in Finsler spaces with Lorentzian signature.

problem Averaging geometric structures in Finsler spaces with Lorentzian signature.
method Definition of an average connection without using the timelike vector field.
result No direct relation between the two averaged objects.

The study identifies volatility models from path geometry using signature-based methods.

problem Identifying different stochastic volatility models from observed data.
method Mapping volatility trajectories into a feature space via truncated path signatures and applying a gradient boosting classifier.
result The method achieves high classification accuracy across various volatility dynamics and parameter settings.

We prove that the higher harmonic signature of an even dimensional oriented Riemannian foliation of a compact Riemannian manifold with coefficients in a leafwise U(p,q)-flat complex bundle is a leafwise homotopy invariant. We also prove the leafwise homotopy invariance of the twisted higher Betti classes. Consequences …

2007-11-02abs ↗pdf ↗

It is shown that the signature of a manifold with a symplectic circle action having only isolated fixed points, equals the alternating sum of the Novikov numbers corresponding to the cohomology class of the generalized moment map. The same is true for more general fixed point sets.

1998-10-05abs ↗pdf ↗

The paper studies surface bundles and Dehn twists, providing new bounds and factorizations.

problem Understanding stable commutator lengths of Dehn twists and their gaps in mapping class groups.
method Examples of surface bundles, factorizations of Dehn twists, and asymptotic bounds.
result Improved upper bounds for stable commutator lengths and a gap in mapping class groups.

Paper develops a new classifier for time series using topological signatures and Sinkhorn divergences.

problem Classifying time series from chaotic systems with unknown models and noise.
method Topological signatures as weighted KDEs over persistent homology diagrams, predicting labels with Sinkhorn divergences.
result The method accurately discriminates between chaotic system states close in parameter space, robust to noise.

Develops a new trading strategy for statistical arbitrage with path-dependent signals.

problem Optimal execution in statistical arbitrage strategies with dynamic predictive signals.
method Signature-based framework modeling alpha and trading speed as linear functionals of truncated signature of market path.
result Fitted policy achieves higher return on turnover compared to a z-score benchmark.

Researchers extend geodesic orbit properties to pseudo-Riemannian nilmanifolds of specific signature.

problem Extending geodesic orbit properties to pseudo-Riemannian manifolds of signature (n-2,2).
method Analyzing trans-Lorentz nilmanifolds with reductive decomposition and nilpotent subgroup.
result Characterization of nilpotent subgroups and structure of nilmanifolds.