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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.

168,657 papers · 148 categories

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133267400533 · Jun 202019922001200920172026
48 results for root space decomposition

In this article, relations between the root space decomposition of a Riemannian symmetric space of compact type and the root space decompositions of its totally geodesic submanifolds (symmetric subspaces) are described. These relations provide an approach to the classification of totally geodesic submanifolds in Rieman…

2006-03-07abs ↗pdf ↗

New method differentiates square-root Kalman filters robustly.

problem Gradient calculation issues in square-root Kalman filters.
method Closed-form chain rule derived from Gramian identity, resolves non-orthogonal and rank-deficient issues.
result Robust automatic differentiation for Kalman filters, resolving numerical stability and gradient issues.

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.

Let G be a graph in a 3-manifold M. We compress the pair (M,G) along admissible 2-spheres as long as possible. What we get is a root of (M,G). Our main result is that for any pair (M,G) the root exists and is unique. As a corollary we get an easy proof of Petronio's theorem on prime decompositions of 3-orbifolds.

2005-04-20abs ↗pdf ↗

Study finds Deep Taylor Decomposition is unreliable for explaining neural networks.

problem Reliability of Deep Taylor Decomposition for explaining neural networks.
method Investigated the theoretical foundations of Deep Taylor Decomposition (DTD) and found it under-constrained.
result DTD is unreliable because its theoretical foundations are under-constrained and roots do not align with input.

The paper characterizes roots of pseudo-periodic mapping classes in surface groups.

problem Characterizing roots of pseudo-periodic mapping classes in surface groups.
method Using pseudo-periodic mapping classes, canonical decomposition, and algorithms, the paper derives necessary and sufficient conditions for roots and provides an algorithm to determine conjugacy classes of roots.
result Realizable bounds on the degrees of roots of pseudo-periodic mapping classes and the highest possible degree is 3q(F)(g+1)(g+2).

Paper develops efficient AltMin algorithm for SRPCP robust matrix recovery.

problem SRPCP model robust matrix recovery with universal penalty parameter.
method Tuning-free alternating minimization (AltMin) algorithm with closed-form subproblems.
result Efficient AltMin algorithm confirms robustness and efficiency.

We introduce a remarkable subset "the stem" of the set of positive roots of a reduced root system. The stem determines several interesting decompositions of the corresponding reductive Lie algebra. It gives also a nice simple three dimensional subalgebra and a "Cayley transform". In the present paper we apply the above…

2010-05-02abs ↗pdf ↗

This is the pdf -version of the author's Ph.D. thesis (1995, ULB, Belgium). The notion of symeplectic symmertic space is introduced and studied via Lie theoretical and symplectic geoemetrical methods. The first chapter concerns basic poperties, however, an explicit formula for the Loos connection in the symplectic fram…

2007-03-12abs ↗pdf ↗

Let C be some class of objects equipped with a set of simplifying moves. When we apply these to a given object M in C as long as possible, we get a root of M. Our main result is that under certain conditions the root of any object exists and is unique. We apply this result to different situations and get several new re…

2009-04-09abs ↗pdf ↗

Study of knot surgeries and JSJ decompositions to tackle LL-space conjecture.

problem Understanding JSJ decompositions and LL-space knots through Dehn surgeries.
method Slope detection techniques applied to toroidal 3-manifolds and rational surgeries.
result JSJ graphs of certain knot exteriors are rooted intervals, implying left-orderable fundamental groups.

The paper finds a special pants decomposition for certain surface group representations.

problem Finding a specific pants decomposition for surface group representations.
method Proves the existence of a pants decomposition with irreducible restrictions and no trace ±2 elements.
result Shows the existence of a special pants decomposition for SL2(C)\mathrm{SL}_2(\mathbb{C})-representations of surface groups.

New method efficiently learns positive-definite curvature for neural nets.

problem Efficiently learn positive-definite curvature for neural net training.
method Spectral-factorized positive-definite curvature learning approach.
result Efficiently applies arbitrary matrix roots and generic curvature learning.

The paper explores how polynomial roots and operator eigenvalues change with parameters.

problem How do roots of polynomials and eigenvalues of operators vary with parameter changes?
method Analyzes parameter dependence of polynomials and linear operators, covering real analytic to differentiable of finite order.
result Definitive optimal results for perturbation theory of polynomials and linear operators, including hyperbolic polynomials.

Let FF be a finite type surface and ζζ a complex root of unity. The Kauffman bracket skein algebra Kζ(F)K_ζ(F) is an important object in both classical and quantum topology as it has relations to the character variety, the Teichmüller space, the Jones polynomial, and the Witten-Reshetikhin-Turaev Topological Quantum Fie…

2019-02-06abs ↗pdf ↗

Geometrically describes hyperbolic structures on link complements using quantum groups.

problem Describing hyperbolic structures on link complements algebraically.
method Uses octahedral decomposition and Kashaev-Reshetikhin's braiding on quantum group Uξ(sl2)\mathcal{U}_ξ(\mathfrak{sl}_2).
result Shows how to interpret geometrically the algebraic gluing equations for hyperbolic structures.

In this paper, we define some non-Riemannian curvature properties for Cartan spaces. We consider Cartan space with the m-th root metric. We prove that every m-th root Cartan space of isotropic Landsberg curvature, or isotropic mean Landsberg curvature, or isotropic mean Berwald curvature reduces to a Landsberg, weakly …

2013-02-12abs ↗pdf ↗

Left invariant affine structures in a Lie group GG are in one-to-one correspondence with left-symmetric algebras over its Lie algebra g=TeG\mathfrak g=T_eG (``over'' means that the commutator [x,y]=xyyx[x,y]=xy-yx coincides with the Lie bracket; left-symmetric algebras can be defined as Lie-admissible algebras such that the mult…

2005-12-24abs ↗pdf ↗

New recommendations improve Gaussian process accuracy and stability.

problem Numerical instabilities and poor test likelihoods in iterative Gaussian process learning.
method Investigated CG tolerance, preconditioner rank, and Lanczos decomposition rank. Recommended small CG tolerance and large root decomposition size.
result L-BFGS-B optimizer achieves convergence with fewer gradient updates, improving Gaussian process accuracy.

For Finsler spaces (M,F) endowed with m-th root metrics, we provide necessary and sufficient conditions in which they are projectively flat, or projectively related to Berwald/Riemann spaces. We also give a specific characterization for m-th root metrics spaces of Landsberg and of Berwald type.

2007-11-29abs ↗pdf ↗

In this paper, we find a condition under which a Finsler space with Kropina change of mth-root metric is projectively related to a mth-root metric and also we find a condition under which this Kropina transformed mth-root metric is locally dually flat. Moreover we find the condition for its Projective flatness.

2017-12-23abs ↗pdf ↗

The aim of this paper is to expose some geometrical properties of the locally Minkowski-Cartan space with the Berwald-Moor metric of momenta. This space is regarded as a particular case of the mm-th root Cartan space. Thus, Section 2 studies the vv-covariant derivation components of the mm-th root Cartan space. Sect…

2008-02-20abs ↗pdf ↗

A compact Riemannian homogeneous space G/HG/H, with a bi--invariant orthogonal decomposition g=h+m\mathfrak{g}=\mathfrak{h}+\mathfrak{m} is called positively curved for commuting pairs, if the sectional curvature vanishes for any tangent plane in TeH(G/H)T_{eH}(G/H) spanned by a linearly independent commuting pair in $\mathfrak{…

2015-02-10abs ↗pdf ↗

Automorphisms of Lie algebras and their root systems are fully lifted.

problem Understanding automorphisms of real semisimple Lie algebras and their root systems.
method Proving every automorphism of the restricted root system can be lifted to a Lie algebra automorphism.
result Automorphisms of restricted root systems can be fully lifted to Lie algebras.

Continuity of roots of hyperbolic polynomials with smooth coefficients.

problem Continuity of the solution map for hyperbolic polynomials.
method Proving continuity of the solution map from hyperbolic polynomials of degree d with C^d coefficients to their increasingly ordered roots.
result Continuity of the solution map for hyperbolic polynomials with C^d coefficients.

We study the eleven dimensional supergravity equations which describe a low energy approximation to string theories and are related to M-theory under the AdS/CFT correspondence. These equations take the form of a non-linear differential system, on B7×S4\mathbb{B}^7\times\mathbb{S}^4 with the characteristic degeneracy at t…

2015-07-08abs ↗pdf ↗

This article is dedicated to prove Buser's conjecture about Bers' constants for spheres with cusps (or marked points) and for hyperelliptic surfaces. More specifically, our main theorem states that any hyperbolic sphere with nn cusps has a pants decomposition with all of its geodesics of length bounded by a constant r…

2009-11-26abs ↗pdf ↗

Covariance pooling is a feature pooling method with good classification accuracy. Because covariance features consist of second-order statistics, the scale of the feature elements are varied. Therefore, normalizing covariance features using a matrix square root affects the performance improvement. When pooling methods …

2019-06-05abs ↗pdf ↗

In this paper, we prove that every m-th root metric with isotropic mean Berwald curvature reduces to a weakly Berwald metric. Then we show that an m-th root metric with isotropic mean Landsberg curvature is a weakly Landsberg metric. We find necessary and sufficient condition under which conformal ββ-change of an m-th…

2017-06-24abs ↗pdf ↗

New complex structures found in quantum SU(3) manifold.

problem Exploring non-commutative complex structures in quantum SU(3) manifold.
method Examined the rank two case of quantum SU(3) manifold, analyzing its differential calculus and non-commutative complex geometry.
result Found that the number of almost-complex structures reduces from 8 to 4, and each is integrable (complex structure).

Model reduction of Markov processes is a basic problem in modeling state-transition systems. Motivated by the state aggregation approach rooted in control theory, we study the statistical state compression of a discrete-state Markov chain from empirical trajectories. Through the lens of spectral decomposition, we study…

2018-02-08abs ↗pdf ↗

We study homogeneous curves in generalized flag manifolds G/KG/K with G2G_2-type tt-roots, which are geodesics with respect to each GG-invariant metric on G/KG/K. These curves are called equigeodesics. The tangent space of such flag manifolds splits into six isotropy summands, which are in one-to-one correspondence wit…

2020-02-26abs ↗pdf ↗

New gradient methods solve multiscale optimization problems efficiently.

problem Minimizing functions with multiple non-interacting smooth, strongly convex components.
method Big-Step-Little-Step interleaving of standard methods.
result Complexity bound scales as product of square-roots of condition numbers of components, improving on accelerated gradient methods.

Given two maps f1 and f2 from the sphere Sm to an n-manifold N, when are they loose, i.e. when can they be deformed away from one another? We study the geometry of their (generic) coincidence locus and its Nielsen decomposition. On the one hand the resulting bordism class of coincidence data and the corresponding Niels…

2010-02-18abs ↗pdf ↗

We demonstrate the application of an algorithmic trading strategy based upon the recently developed dynamic mode decomposition (DMD) on portfolios of financial data. The method is capable of characterizing complex dynamical systems, in this case financial market dynamics, in an equation-free manner by decomposing the s…

2015-08-18abs ↗pdf ↗

Using the the theory of FS^op modules, we study the asymptotic behavior of the homology of Mg,n\overline M_{g,n}, the Deligne--Mumford compactification of the moduli space of curves, for n>>0n >> 0. An FS^op module is a contravariant functor from the category of finite sets and surjections to vector spaces. Via maps that g…

2018-01-11abs ↗pdf ↗

It is known, since works of Burde and de Rham, that one can detect the roots of the Alexander polynomial of a knot by the study of the representations of the knot group into the group of the invertible upper triangular 2x22x2 matrices. In this work, we propose to generalize this result by considering the representations…

2007-09-14abs ↗pdf ↗