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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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285684112 · May 202619922001200920172026
48 results for spectral characterisation

We define a hierarchy of special classes of constrained Willmore surfaces by means of the existence of a polynomial conserved quantity of some type, filtered by an integer. Type 1 with parallel top term characterises parallel mean curvature surfaces and, in codimension 1, type 1 characterises constant mean curvature su…

2015-07-05abs ↗pdf ↗

The canonical trace and the Wodzicki residue on classical pseudodifferential operators on a closed manifold are characterised by their locality and shown to be preserved under lifting to the universal covering as a result of their local feature. As a consequence, we lift a class of spectral ζζ-invariants using lifted …

2016-03-07abs ↗pdf ↗

Characterizes bi-Perron numbers with specific Galois conjugates.

problem Understanding bi-Perron numbers with real or unimodular conjugates.
method Characterization through power properties and spectral radii of transformations.
result Bi-Perron numbers with real or unimodular conjugates admit a power as stretch factors or spectral radii.

Discrete return (DR) Laser Detection and Ranging (Ladar) systems provide a series of echoes that reflect from objects in a scene. These can be first, last or multi-echo returns. In contrast, Full-Waveform (FW)-Ladar systems measure the intensity of light reflected from objects continuously over a period of time. In a c…

2016-02-17abs ↗pdf ↗

We give a geometric characterisation of the topological invariants associated to SO(m,m+1)-Higgs bundles through KO-theory and the Langlands correspondence between orthogonal and symplectic Hitchin systems. By defining the split orthogonal spectral data, we obtain a natural grading of the moduli space of SO(m,m+1)-Higg…

2016-08-01abs ↗pdf ↗

The study characterizes wobbly rank-2 bundles on Riemann surfaces using spectral curves.

problem Characterizing wobbly rank-2 bundles on Riemann surfaces.
method Using spectral curves and direct images of line bundles, the study provides sufficient and necessary conditions for wobbly bundles.
result All rank-2 wobbly bundles can be characterized as twists of direct images of line bundles.

Isothermic surfaces in SnS^n are characterised by the existence of a pencil t\nabla^t of flat connections. Such a surface is special of type dd if there is a family p(t)p(t) of t\nabla^t-parallel sections whose dependence on the spectral parameter tt is polynomial of degree dd. We prove that any isothermic surface a…

2013-01-03abs ↗pdf ↗

The paper studies elliptic operators on manifolds with boundary.

problem Characterizing boundary conditions for elliptic operators on manifolds.
method Using Calderón projectors and mixed order Sobolev spaces, the paper describes the space of boundary values and characterizes Fredholm and regular realisations.
result Characterization of boundary conditions for elliptic operators leading to Fredholm and regular realisations.

A new polynomial invariant for strongly involutive links.

problem Characterizing strongly involutive links using polynomial invariants.
method Introducing a two-variable polynomial invariant \(P^e\) with equivariant skein relations.
result Specialisation of \(P^e\) recovers the graded Euler characteristic of a spectral sequence.

New defence against data-poisoning attacks in neural networks.

problem Data-poisoning attacks can evade existing defences and increase model efficacy.
method Proved geometric mechanism and identified near clone regime in input space.
result Regularisation and data augmentation reduce data fitting capacity and prevent poisoning.

A slope p/qp/q is a characterising slope for a knot KK in S3S^3 if the oriented homeomorphism type of p/qp/q-surgery on KK determines KK uniquely. We show that when KK is a hyperbolic knot its set of characterising slopes contains all but finitely many slopes p/qp/q with q3q \geq 3. We prove stronger results for hyper…

2018-07-29abs ↗pdf ↗

Let K be a knot in the 3-sphere. A slope p/q is said to be characterising for K if whenever p/q surgery on K is homeomorphic, via an orientation-preserving homeomorphism, to p/q surgery on another knot K' in the 3-sphere, then K and K' are isotopic. It was an old conjecture of Gordon, proved by Kronheimer, Mrowka, Ozsv…

2017-07-03abs ↗pdf ↗

Introduces new cohomologies on complex manifolds, extending classical Bott-Chern and Aeppli.

problem Characterizing and studying cohomologies on complex manifolds.
method Introducing ErE_r-Bott-Chern and ErE_r-Aeppli cohomologies, extending classical cohomologies.
result Provides analogues of Serre duality and characterizes page-(r1)(r-1)-ˉ\partial\bar\partial-manifolds.

This paper characterizes and explains the disagreement between two graph embedding methods.

problem Understanding why two popular graph embedding methods produce different results.
method End-to-end analysis of ASE-LSE latent subspaces, proving conditions for agreement and disagreement.
result No maximal-disagreement graph exists; disagreement is strictly below its theoretical ceiling.

Colour vision has long fascinated scientists, who have sought to understand both the physiology of the mechanics of colour vision and the psychophysics of colour perception. We consider representations of colour in anatomically constrained convolutional deep neural networks. Following ideas from neuroscience, we classi…

2019-10-14abs ↗pdf ↗

We prove that Fefferman spaces, associated to non--degenerate CR structures of hypersurface type, are characterised, up to local conformal isometry, by the existence of a parallel orthogonal complex structure on the standard tractor bundle. This condition can be equivalently expressed in terms of conformal holonomy. Ex…

2006-11-30abs ↗pdf ↗

Dead-Direction Signatures (DDS) provide a cheap, closed-form spectral reading of a network's singular complexity.

problem Estimating the complexity of deep networks through their loss singularities.
method DDS replaces the SGLD posterior chain with spectral linear algebra.
result DDS observables rank-track the network's singular complexity at the framework-predicted sign.

We give a topological characterisation of alternating knot exteriors based on the presence of special spanning surfaces. This shows that alternating is a topological property of the knot exterior and not just a property of diagrams, answering an old question of Fox. We also give a characterisation of alternating link e…

2015-11-16abs ↗pdf ↗

The paper characterizes when two Riemannian manifolds are equivalent under specific conditions.

problem Characterizing when two Riemannian manifolds are equivalent under finite covering maps.
method Spectral characterizations and homological wideness condition.
result Riemannian covering equivalence is equivalent to isospectrality of twisted Laplacians.

GG-deformability of maps into projective space is characterised by the existence of certain Lie algebra valued 1-forms. This characterisation gives a unified way to obtain well known results regarding deformability in different geometries.

2017-12-19abs ↗pdf ↗

Special issue on understanding physical processes from unusual diffusion patterns.

problem Understanding physical processes from anomalous diffusion data.
method Not explicitly described in the abstract, but likely involves analysis of data from the Anomalous Diffusion Challenge.
result Not explicitly stated, but likely includes analysis of physical processes from anomalous diffusion data.

We give a dynamical characterisation of odd-dimensional balls within the class of all contact manifolds whose boundary is a standard even-dimensional sphere. The characterisation is in terms of the non-existence of short periodic Reeb orbits.

2014-01-15abs ↗pdf ↗

Property A was introduced by Yu as a non-equivariant analogue of amenability. Nigel Higson posed the question of whether there is a homological characterisation of property A. In this paper we answer Higson's question affirmatively by constructing analogues of group cohomology and bounded cohomology for a metric space …

2010-02-26abs ↗pdf ↗

Characterizes quasi-isometric embeddings in coarsely Lipschitz category.

problem Understanding quasi-isometric embeddings in geometric terms.
method Formalizes quasi-isometric embeddings as regular monomorphisms in coarsely Lipschitz category.
result Quasi-isometric embeddings are equivalently characterised as effective, strong, or extremal monomorphisms.

We discuss channel surfaces in the context of Lie sphere geometry and characterise them as certain Ω0Ω_{0}-surfaces. Since Ω0Ω_{0}-surfaces possess a rich transformation theory, we study the behaviour of channel surfaces under these transformations. Furthermore, by using certain Dupin cyclide congruences, we characteri…

2017-09-07abs ↗pdf ↗

In this paper, using the method of moving frames, we generalise some of Terracini's results on varieties with tangent defect. In particular, we characterise varieties with higher order osculating defect in terms of Jacobians of higher fundamental forms and moreover we characterise varieties with "small" higher fundamen…

2012-04-19abs ↗pdf ↗

We characterise the maps into the space of 22-spheres in SnS^n that are the conformal Gauss maps of conformal immersions of a surface. In particular, we give an invariant formulation and efficient proof of a characterisation, due to Dorfmeister--Wang \cites{DorWan13,DorWan}, of the harmonic maps that are conformal Gau…

2019-04-04abs ↗pdf ↗

Among all torus links, we characterise those arising as links of simple plane curve singularities by the property that their fibre surfaces admit only a finite number of cutting arcs that preserve fibredness. The same property allows a characterisation of Coxeter-Dynkin trees (i.e., AnA_n, DnD_n, E6E_6, E7E_7 and E8E_8

2014-09-02abs ↗pdf ↗

We study losses for binary classification and class probability estimation and extend the understanding of them from margin losses to general composite losses which are the composition of a proper loss with a link function. We characterise when margin losses can be proper composite losses, explicitly show how to determ…

2009-12-17abs ↗pdf ↗

The paper proves a conjecture linking two metrics on manifold cohomology.

problem Proving a conjecture about metrics on manifold cohomology.
method Constructing complex structures, defining metrics, and proving the conjecture.
result Ray-Singer metric equals Milnor metric, linking analytic torsion to combinatorial data.

Novel framework synthesizes stochastic trajectories with anticipated structural breaks.

problem Synthesizing forward-looking, time-evolving stochastic trajectories with anticipated structural breaks.
method Anticipatory Neural Jump-Diffusion (ANJD) flow, AVNSG for dynamic spectral whitening.
result The framework effectively captures non-commutative moments and high-order stochastic texture.

In this paper we present an intrinsic characterisation of projective special Kähler manifolds in terms of a symmetric tensor satisfying certain differential and algebraic conditions. We show that this tensor vanishes precisely when the structure is locally isomorphic to a standard projective special Kähler structure on…

2019-08-04abs ↗pdf ↗