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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.

168,742 papers · 148 categories

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166333499665 · May 202619922001200920172026
48 results for finite linearly controlled asymptotic dimension

Proves homological inequality for cycles in Hadamard spaces of asymptotic rank 2.

problem Establishing isoperimetric inequalities in Hadamard spaces of asymptotic rank two.
method Homological inequality for cycles in dimensions at least 2, assuming finite linearly controlled asymptotic dimension.
result Homological inequality for general cycles in Hadamard 3-manifolds and finite-dimensional CAT(0) cube complexes.

A famous open problem asks whether the asymptotic dimension of a CAT(0) group is necessarily finite. For hyperbolic groups, it is known that asymptotic dimension of the group is bounded above by the dimension of the boundary plus one, which is known to be finite. For CAT(0) groups, the latter quantity is also known to …

2015-08-10abs ↗pdf ↗

We show that a relatively hyperbolic group quasi-isometrically embeds in a product of finitely many trees if the peripheral subgroups do, and we provide an estimate on the minimal number of trees needed. Applying our result to the case of 3-manifolds, we show that fundamental groups of closed 3-manifolds have linearly …

2012-07-12abs ↗pdf ↗

The paper proves scalar curvature decay for uniformly contractible manifolds with finite asymptotic dimension.

problem Proving decay of scalar curvature for uniformly contractible manifolds with finite asymptotic dimension.
method Using index pairing between Dirac operators and compactly supported vector bundles with Lipschitz control, and Lipschitz control for topological K-theory of finite dimensional simplicial complexes.
result The scalar curvature decays to zero at a rate depending only on the contractibility radius and the diameter control of the asymptotic dimension.

Given a function f ⁣:XYf\colon X\to Y of metric spaces, its {\it asymptotic dimension} $\asdim(f)$ is the supremum of $\asdim(A)$ such that AXA\subset X and $\asdim(f(A))=0$. Our main result is \begin{Thm} \label{ThmAInAbstract} $\asdim(X)\leq \asdim(f)+\asdim(Y)$ for any large scale uniform function f ⁣:XYf\colon X\to Y. \end…

2006-05-16abs ↗pdf ↗

The aim of this paper is to investigate properties preserved and co-preserved by coarsely nn-to-1 functions, in particular by the quotient maps XX/X\to X/\sim induced by a finite group GG acting by isometries on a metric space XX. The coarse properties we are mainly interested in are related to asymptotic dimension a…

2015-06-27abs ↗pdf ↗

Study shows Roller compactification's median graph has limited asymptotic dimension.

problem Understanding the asymptotic dimension of Roller compactifications.
method Proved using finite dimensional CAT(0) cube complexes and Borel median graph.
result Borel asymptotic dimension is bounded by the complex's dimension.

We introduce the notion of asymptotic cohomology based on the bounded cohomology and define cohomological asymptotic dimension $\as_{\Z} X$ of metric spaces. We show that it agrees with the asymptotic dimension $\as X$ when the later is finite. Then we use this fact to construct an example of a metric space XX of boun…

2006-08-09abs ↗pdf ↗

We prove a version of the countable union theorem for asymptotic dimension and we apply it to groups acting on asymptotically finite dimensional metric spaces. As a consequence we obtain the following finite dimensionality theorems. A) An amalgamated product of asymptotically finite dimensional groups has finite asympt…

2000-12-02abs ↗pdf ↗

It is proven that if a finitely presented group is one ended it has asymptotic dimension bigger than one. It follows that finitely presented groups with asdim 1 are virtually free. A counterexample is given for the finitely generated case.

2006-10-18abs ↗pdf ↗

Study finite curvature solutions on surfaces with nonnegative Gauss curvature.

problem Finite total curvature solutions of Liouville equation on surfaces with nonnegative Gauss curvature.
method Analyzes asymptotic behavior of solutions on complete surfaces.
result Two extremal cases identified: Euclidean plane or flat cylinder, with specific decay conditions.

We extend Gromov's notion of asymptotic dimension of finitely generated groups to all discrete groups. In particular, we extend the Hurewicz type theorem proven in [B-D2] to general groups. Then we use this extension to prove a formula for the asymptotic dimension of finitely generated solvable groups in terms of their…

2006-03-02abs ↗pdf ↗

Study on estimating unstable open-loop matrices from state trajectories.

problem System identification for stochastic continuous-time dynamics.
method Employing randomized control inputs to estimate unstable open-loop matrix.
result Estimation error decays with trajectory length, signal-to-noise ratio, and excitability.

We find an upper bound for the asymptotic dimension of a hyperbolic metric space with a set of geodesics satisfying a certain boundedness condition studied by Bowditch. The primary example is a collection of tight geodesics on the curve graph of a compact orientable surface. We use this to conclude that a curve graph h…

2005-09-09abs ↗pdf ↗

Asymptotic property C was introduced by Dranishnikov to study spaces with infinite asymptotic dimension. We show that asymptotic property C is preserved by infinite products. We also show that countable restricted direct products of countable groups with finite asymptotic dimension have asymptotic property C. Then we i…

2016-11-18abs ↗pdf ↗

Big mapping class groups of infinite type surfaces have infinite asymptotic dimension.

problem Understanding asymptotic dimension of big mapping class groups of infinite type surfaces.
method Analyzing big mapping class groups with coarsely bounded generating sets and essential shifts.
result Big mapping class groups of infinite type surfaces have infinite asymptotic dimension.

We develop some basic Lipschitz homotopy technique and apply it to manifolds with finite asymptotic dimension. In particular we show that the Higson compactification of a uniformly contractible manifold is mod pp acyclic in the finite dimensional case. Then we give an alternative proof of the Higher Signature Novikov …

2001-02-19abs ↗pdf ↗

Gradient descent converges to a small neighborhood of the true parameter in logistic regression with Gaussian design.

problem Estimating the parameter in logistic regression with Gaussian design.
method Gradient descent with small stepsize and large stepsize, using approximate invertibility condition and eigenvalue analysis.
result Gradient descent achieves an 2\ell_2 error of order O(θ25d/n)O(\sqrt{\|θ^*\|_2^5d/n}).

We show that the type function of a space with finite asymptotic dimension estimates its Hilbert (or any lpl^p) compression. The method allows to obtain the lower bound of the compression of the lamplighter group ZZZ\wr Z, which has infinite asymptotic dimension.

2006-07-16abs ↗pdf ↗

New bounds for adaptive control in high dimensions without fixed state space.

problem Adaptive control of linear systems in high or infinite dimensions.
method Novel perturbation bound for certainty equivalence, scaling with prediction error.
result First regret bounds for LQR in infinite dimensional systems, independent of ambient dimension.

We introduce the notion of regular finite decomposition complexity of a metric family. This generalizes Gromov's finite asymptotic dimension and is motivated by the concept of finite decomposition complexity (FDC) due to Guentner, Tessera and Yu. Regular finite decomposition complexity implies FDC and has all the perma…

2016-08-16abs ↗pdf ↗

In this work we study two problems about Assouad-Nagata dimension: 1) Is there a metric space of non zero Assouad-Nagata dimension such that all of its asymptotic cones are of Assouad-Nagata dimension zero? (Dydak and Higes) 2) Suppose GG is a locally finite group with a proper left invariant metric dGd_G. If $\dim_{A…

2007-11-09abs ↗pdf ↗

Generalizes jet differential bounds and proves asymptotic Serre duality.

problem Bounding the number of linearly independent holomorphic sections of jet bundles.
method Generalizes existing results for invariant jet differentials, proving asymptotic duality.
result Establishes an asymptotic lower bound on the number of sections of jet bundles.

We introduce the notion of large scale inductive dimension for asymptotic resemblance spaces. We prove that the large scale inductive dimension and the asymptotic dimensiongrad are equal in the class of r-convex metric spaces. This class contains the class of all geodesic metric spaces and all finitely generated groups…

2014-10-31abs ↗pdf ↗

Given a metric space XX of finite asymptotic dimension, we consider a quasi-isometric invariant of the space called dimension function. The space is said to have asymptotic Assouad-Nagata dimension less or equal nn if there is a linear dimension function in this dimension. We prove that if XX is a tree-graded space …

2009-10-13abs ↗pdf ↗

We show that the asymptotic dimension of a hyperbolic relatively hyperbolic graph is finite provided that this holds true uniformly for the peripheral subgraphs and for the electrifiation. We use this to show that the asymptotic dimension of the disk graph of a handlebody of genus at least two is at most quadratic in t…

2018-10-08abs ↗pdf ↗

This paper is devoted to dualization of paracompactness to the coarse category via the concept of RR-disjointness. Property A of G.Yu can be seen as a coarse variant of amenability via partitions of unity and leads to a dualization of paracompactness via partitions of unity. On the other hand, finite decomposition com…

2013-07-15abs ↗pdf ↗

The work discusses equivariant asymptotic dimension (also known as "wide equivariant covers", "NN-F\mathcal F-amenability" or "amenability dimension", and "dd-BLR condition") and its generalisation, transfer reducibility, which are versions of asymptotic dimension invented for the proofs of the Farrell--Jones and Bo…

2015-04-17abs ↗pdf ↗

New robust control method for uncertain systems using bootstrapped noise.

problem Designing controllers robust to model uncertainties in finite data.
method Least-squares model estimator, bootstrap resampling, multiplicative noise LQR.
result Significantly outperforms certainty equivalent controllers in numerical tests.

We study the concept of coarse disjointness and large scale nn-to-11 functions. As a byproduct, we obtain an Ostrand-type characterization of asymptotic dimension for coarse structures. It is shown that properties like finite asymptotic dimension, coarse finitism, large scale weak paracompactness, ect. are all invari…

2015-08-12abs ↗pdf ↗

Study shows how learning and analytical models affect reneging and jockeying in a dual M/M/1 system.

problem How do learning and analytical models affect reneging and jockeying in a dual M/M/1 system?
method Analytical and online trained actor-critic models were used to study reneging and jockeying in a dual M/M/1 system.
result Both analytical and online trained actor-critic models yield the same asymptotic limits for reneging and jockeying, but differ in practical sizes.

New framework predicts AMP behavior in spiked models for finite iterations.

problem Understanding AMP dynamics in high-dimensional spiked models.
method Developed a non-asymptotic framework for AMP in spiked matrix estimation.
result Predicted AMP behavior for up to O(npolylogn)O\big(\frac{n}{\mathrm{poly}\log n}\big) iterations in Z2\mathbb{Z}_2 synchronization.

Maximum likelihood estimator performance in logistic regression analyzed.

problem Performance of maximum likelihood estimator in logistic regression.
method Sharp non-asymptotic guarantees for existence and excess logistic risk.
result Sharp guarantees for the existence and excess risk of MLE in logistic regression.

Study shows how diffusion models learn on low-dimensional manifolds.

problem Learning efficiency of diffusion models on manifolds.
method Analyzes denoising score matching with random feature neural networks.
result Sample complexity scales linearly with intrinsic dimension, not ambient dimension.

Study shows how flat flow solutions in 2D converge to disks.

problem Understanding the asymptotics of area-preserving mean curvature flow in 2D.
method Analyzes flat flow solutions starting from bounded sets of finite perimeter.
result Flat flow solutions converge to a union of equally sized disks with exponential rate.

Optimal strategy for A/B/n testing with control in stratified populations.

problem Discovering which arms have higher weighted expectation than the control in stratified populations.
method Sequentially choosing one arm per time step based on weighted subpopulation means.
result The strategy is asymptotically optimal, ensuring correct answers with high probability.

We review the Burghelea conjecture, which constitutes a full computation of the periodic cyclic homology of complex group rings, and its relation to the algebraic Baum-Connes conjecture. The Burghelea conjecture implies the Bass conjecture. We state two conjectures about groups of finite asymptotic dimension, which tog…

2016-10-31abs ↗pdf ↗

We discuss a variation of Gromov's notion of asymptotic dimension that was introduced and named Nagata dimension by Assouad. The Nagata dimension turns out to be a quasisymmetry invariant of metric spaces. The class of metric spaces with finite Nagata dimension includes in particular all doubling spaces, metric trees, …

2004-10-04abs ↗pdf ↗

In high dimensions, the mean and geometric median are nearly identical.

problem Understanding the relationship between mean and geometric median in high-dimensional spaces.
method Analytical derivation and simulation of the distance between mean and geometric median.
result The distance between mean and geometric median vanishes with dimensionality in high dimensions.