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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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48 results for fat bundles

This article deals with fat bundles. Berard-Bergery classified all homogeneous bundles of that type. We ask a question of a possibility to generalize his description in the case of arbitrary G-structures over homogeneous spaces. We obtain necessary conditions for the existence of such bundles. These conditions yield a …

2016-07-11abs ↗pdf ↗

This work is devoted to new constructions of symplectically fat fiber bundles. The latter are constructed in two ways: using the Kirwan map and expressing the fatness condition in terms of the isotropy representation related to the G-structure over some homogeneous spaces.

2015-03-09abs ↗pdf ↗

The aim of the present paper is to investigate new classes of symplectically fat fibre bundles. We prove a general existence theorem for fat vectors with respect to the canonical invariant connections. Based on this result we give new proofs of some constructions of symplectic structures. This includes twistor bundles …

2010-04-21abs ↗pdf ↗

We prove that a compact 4-manifold which supports a circle-invariant fat SO(3)-bundle is diffeomorphic to either S^4 or CP^2-bar. The proof involves studying the resulting Hamiltonian circle action on an associated symplectic 6-manifold. Applying our result to the twistor bundle of Riemannian 4-manifolds shows that S^4…

2014-07-03abs ↗pdf ↗

The paper proves a stronger Petersen--Wilhelm conjecture for principal bundles.

problem Conditions for positive sectional curvature submersion metrics on principal bundles.
method Cheeger deformations, good triples, Chaves-Derdzinski-Rigas type condition.
result Any principal bundle over a positively curved base admits a metric of positive sectional curvature if the submersion is fat.

Alan Weinstein showed that certain characteristic numbers of any Riemannian submersion with totally geodesic fibers and positive vertizontal curvatures are nonzero. In this paper we explicitly compute these invariants in terms of Chern and Pontrjagin numbers of the bundle. This allows us to show that many bundles do no…

2010-01-06abs ↗pdf ↗

The study constructs metrics with positive 2nd Ricci curvature on various manifolds.

problem Constructing metrics with positive 2nd Ricci curvature on closed manifolds.
method Generalization of the concept of fatness to ensure the existence of metrics with positive 2nd Ricci curvature on certain homogeneous bundles.
result Infinitely many examples of manifolds with positive 2nd Ricci curvature, including non-simply connected spaces.

Narasihman and Ramanan proved that an arbitrary connection in a vector bundle over a base space B can be obtained as the pull-back (via a correctly chosen classifying map from B into the appropriate Grassmannian) of the universal connection in the universal bundle over the Grassmannian. The purpose of this paper is to …

2014-05-27abs ↗pdf ↗

We solve the problem posed by Boyer and Galicki about the existence of K-contact simply connected manifolds with no Sasakian structure. Although the result lies in the framework of metric contact geometry, our methods come from contact and symplectic geometry and are based on the method of fat bundles developed by Ster…

2013-05-12abs ↗pdf ↗

Introduces fat Lie theory for Lie groupoids and algebroids.

problem Representation theory of Lie groupoids and algebroids.
method Introduces fat extensions and abstract 2-term representations up to homotopy (ruths). Establishes correspondences and equivalences.
result One-to-one correspondence between fat extensions and abstract 2-term representations up to homotopy.

The article proves the existence of horizontal immersions into fat distributions and contact structures.

problem Proving the existence of horizontal immersions in fat distributions and contact structures.
method Gromov's sheaf theoretic and analytic techniques of hh-principle.
result Existence of horizontal immersions of an arbitrary manifold into degree 2 fat distributions and quaternionic contact structures.

A classic problem in physics is the origin of fat tailed distributions generated by complex systems. We study the distributions of stock returns measured over different time lags τ.τ. We find that destroying all correlations without changing the τ=1τ= 1 d distribution, by shuffling the order of the daily returns, causes…

2001-12-28abs ↗pdf ↗

Godin introduced the categories of open closed fat graphs FatocFat^{oc} and admissible fat graphs FatadFat^{ad} as models of the mapping class group of open closed cobordism. We use the contractibility of the arc complex to give a new proof of Godin's result that FatadFat^{ad} is a model of the mapping class group of open-close…

2015-08-14abs ↗pdf ↗

New example disproves complex contact theory for fat distributions with Reeb directions.

problem Whether fat (4,6)(4,6)-distributions with Reeb directions always come from complex contact structures.
method Constructed a counterexample of a fat distribution with two Reeb directions that does not support a complex contact structure.
result The space of complex-contact germs has infinite codimension within the space of fat (4,6)(4,6)-distribution germs with Reeb directions.

Estimates fat-shattering dimension of aggregated function classes.

problem Understanding the complexity of aggregated function classes.
method Analyzes fat-shattering dimension of kk-fold aggregations of real-valued function classes.
result Provides upper and lower bounds on fat-shattering dimension for linear and affine function classes.

We study closed non-positively curved Riemannian manifolds MM which admit `fat kk-flats': that is, the universal cover M~\tilde M contains a positive radius neighborhood of a kk-flat on which the sectional curvatures are identically zero. We investigate how the fat kk-flats affect the cardinality of the collection …

2017-04-04abs ↗pdf ↗

New bounds on inscribed triangles in arbitrary planar domains.

problem Finding inscribed triangles in arbitrary planar domains with specific angle constraints.
method Proving the existence of uniformly fat triangles and not-too-fat triangles in bounded open sets.
result Existence of a maximal number Θ (between 0 and 60) for inscribed triangles with angles ≥ Θ degrees.

The h-principle fails for prelegendrians in fat distributions of corank 2.

problem Investigating the h-principle for fat distributions of corank 2.
method Developed the theory of prelegendrians, including front projection and pseudoholomorphic curve invariants.
result Found an infinite family of non-prelegendrian isotopic tori in the standard fat distribution.

In these lecture notes we discuss a body of work in which Morse theory is used to construct various homology and cohomology operations. In the classical setting of algebraic topology this is done by constructing a moduli space of graph flows, using homotopy theoretic methods to construct a virtual fundamental class, an…

2004-11-11abs ↗pdf ↗

Geometrically, Kostant's Convexity Theorem is extended to submetries with a fat section.

problem Extending Kostant's Convexity Theorem to a broader class of representations.
method Introducing a new concept of 'fat section' and proving the theorem for submetries with this property.
result Kostant's Convexity Theorem is partially extended to submetries with a fat section.

We propose a random walk model of asset returns where the parameters depend on market stress. Stress is measured by, e.g., the value of an implied volatility index. We show that model parameters including standard deviations and correlations can be estimated robustly and that all distributions are approximately normal.…

2013-10-16abs ↗pdf ↗

The literature of heavy tails (typically) starts with a random walk and finds mechanisms that lead to fat tails under aggregation. We follow the inverse route and show how starting with fat tails we get to thin-tails when deriving the probability distribution of the response to a random variable. We introduce a general…

2013-07-25abs ↗pdf ↗

Optimal portfolios for fat-tailed risks using a new tail risk measure.

problem Optimizing portfolios for pension funds and insurance liabilities with extreme risk sensitivity.
method Developed a new tail risk measure (Extreme Deviation, XD) and optimized portfolios based on this measure.
result Optimal portfolios maximize return per unit of XD, balancing hedging and risk contributions.

Elliptical processes generalize Gaussian and Student-t models with fat tails and computational efficiency.

problem Need for models with fat tails and computational tractability.
method Represent elliptical distributions as continuous mixtures of Gaussian distributions, derive closed-form expressions for marginal and conditional distributions.
result Elliptical processes offer advantages in robust regression compared to Gaussian processes.

The book examines statistical issues with fat-tailed distributions and proposes remedies.

problem Misapplication of conventional statistical techniques to fat-tailed distributions.
method Investigates the limitations of traditional asymptotics and proposes remedies.
result Traditional statistical techniques often fail when applied to fat-tailed distributions.

We prove that a Kleinian group GG acting upon Hn\mathbb{H}^{n} admits a non-constant GG-automorphic function, even if it has torsion elements, provided that the orders of the elliptic (torsion) elements are uniformly bounded. This is accomplished by developing a technique for mashing distinct fat triangulations while…

2004-04-30abs ↗pdf ↗

We study the differential geometric consequences of our previous result on the existence of fat triangulations, in conjunction with a result of Cheeger, Müller and Schrader, regarding the convergence of Lipschitz-Killing curvatures of piecewise-flat approximations of smooth Riemannian manifolds. A further application t…

2011-08-17abs ↗pdf ↗

Given a hyperbolic surface, the set of all closed geodesics whose length is minimal form a graph on the surface, in fact a so-called fat graph, which we call the systolic graph. We study which fat graphs are systolic graphs for some surface (we call these admissible). There is a natural necessary condition on such grap…

2015-03-06abs ↗pdf ↗

Given a smooth closed manifold M with a family {L_i} of closed submanifolds, we consider the free loop space LM and the spaces PM(L_i,L_j) of open strings (paths g:[0,1]->M with g(0) in L_i, and g(1) in L_j). We construct string topology operations resulting in an open-closed TQFT on the family (h_*(LM),h_*(PM(L_i,L_j)…

2006-06-20abs ↗pdf ↗

New method models fat-tailed distributions with anisotropic tail-adaptive flows.

problem Gaussian-based variational inference fails to accurately capture tail decay in fat-tailed distributions.
method Improved theory on tails of flows, developed anisotropic tail-adaptive flows (ATAF).
result ATAF models tail-anisotropy, outperforming prior work on synthetic and real-world targets.

Risk and uncertainty will always be a matter of experience, luck, skills, and modelling. Leverage is another concept, which is critical for the investor decisions and results. Adaptive skills and quantitative probabilistic methods need to be used in successful management of risk, uncertainty and leverage. The author ex…

2016-12-21abs ↗pdf ↗

It is well known that the distribution of returns from various financial instruments are leptokurtic, meaning that the distributions have "fatter tails" than a Normal distribution, and have skew toward zero. This paper presents a graceful micro-level explanation for such fat-tailed outcomes, using agents whose private …

2013-04-02abs ↗pdf ↗

We study the problems related to the estimation of the Gini index in presence of a fat-tailed data generating process, i.e. one in the stable distribution class with finite mean but infinite variance (i.e. with tail index α(1,2)α\in(1,2)). We show that, in such a case, the Gini coefficient cannot be reliably estimated usin…

2017-07-05abs ↗pdf ↗

New learning rule for quantum measurement classes overcomes uniform convergence issues.

problem Characterizing learnability of POVM hypothesis classes in quantum settings.
method Introduced a new learning rule called denoised ERM to address uniform convergence issues.
result Characterized learnability conditions and sample complexity bounds for POVM classes.