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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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285684112 · Jun 202019922001200920172026
48 results for Gromov's round trees

The Levy-Gromov inequality states that round spheres have the least isoperimetric profile (normalized by total volume) among Riemannian manifolds with a fixed positive lower bound on the Ricci tensor. In this note we study critical metrics corresponding to the Levy-Gromov inequality and prove that, in two-dimensions, t…

2016-12-13abs ↗pdf ↗

The round sphere is stable among spin manifolds with a specific scalar curvature bound.

problem Stability of the round sphere among spin manifolds with scalar curvature below a certain threshold.
method Showed that if the scalar curvature is bounded from below by n(n1)εn(n-1)-\varepsilon, the manifold is C0C^0-close to a finite number of spheres outside a small bad set.
result The spherical stability problem is completely solved.

Differentiable optimization bridges arbitrary metrics to tree metrics.

problem Designing algorithms to convert arbitrary metrics to tree metrics with guarantees.
method DeltaZero framework, leveraging differentiable Gromov hyperbolicity.
result DeltaZero consistently achieves state-of-the-art distortion on synthetic and real-world datasets.

Geodesic currents on hyperbolic surfaces have dual spaces that are metric trees.

problem Understanding the dual spaces of geodesic currents on hyperbolic surfaces.
method Analyzing the geometric properties of dual spaces, including their hyperbolicity and completeness.
result The dual spaces of geodesic currents are Gromov hyperbolic metric tree-graded spaces.

In this article, we extend Huisken's theorem that convex surfaces flow to round points by mean curvature flow. We construct certain classes of mean convex and non-mean convex hypersurfaces that shrink to round points and use these constructions to create pathological examples of flows. We find a sequence of flows that …

2019-01-09abs ↗pdf ↗

Researchers create a new compactification of character varieties using geometric and algebraic methods.

problem Compactifying character varieties of finitely generated groups in PSL2(R)\mathrm{PSL}_2(\mathbb{R}).
method Geometric interpretation of elements of the real spectrum compactification as Γ-actions on R\mathbb{R}-trees, endowed with an orientation.
result Continuous surjection from real spectrum compactification to oriented Gromov equivariant compactification.

We show that the Gromov boundary of the free factor graph for the free group Fn with n>2 generators is the space of equivalence classes of minimal very small indecomposable projective Fn-trees without point stabilizer containing a free factor equipped with a quotient topology. Here two such trees are equivalent if the …

2012-11-07abs ↗pdf ↗

We show that trees of manifolds, the topological spaces introduced by Jakobsche, appear as boundaries at infinity of various spaces and groups. In particular, they appear as Gromov boundaries of some hyperbolic groups, of arbitrary dimension, obtained by the procedure of strict hyperbolization. We also recognize these …

2013-04-18abs ↗pdf ↗

Study shows saddle connection graph's geometry and quasi-isometry properties.

problem Characterize the geometry and quasi-isometry of saddle connection graphs.
method Proved 4-hyperbolicity and uniform quasi-isometry to a tree, used generalised unicorn paths.
result Saddle connection graph is not quasi-isometrically rigid and its boundary is straight foliations.

When 1 -> H -> G -> Q -> 1 is a short exact sequence of three infinite, word-hyperbolic groups, Mahan Mitra (Mj) has shown that the inclusion map from H to G extends continuously to a map between the Gromov boundaries of H and G. This boundary map is known as the Cannon-Thurston map. In this context, Mitra associates t…

2019-07-14abs ↗pdf ↗

We describe, under some additional technical assumptions, the Gromov boundary of the free product of several GiG_i's amalgamated wrt. HH, where GiG_i are hyperbolic groups with boundary homeomorphic to a densely punctured nn-sphere, and HH is their common subgroup corresponding to a peripheral sphere in each of the …

2016-01-31abs ↗pdf ↗

Defines super stable maps and proves quotient superorbifolds for genus zero.

problem Defines stable supercurves and super stable maps of genus zero.
method Uses labeled trees and slice theorem for super Lie groups.
result Proves moduli space of stable supercurves and super stable maps are quotient superorbifolds.

We construct the ancient solutions of the hypersurface flows in Euclidean spaces studied by B. Andrews in 1994. As time t0t \rightarrow 0^- the solutions collapse to a round point where 00 is the singular time. But as tt\rightarrow-\infty the solutions become more and more oval. Near the center the appropriately-resc…

2018-12-12abs ↗pdf ↗

We estimate the linear isoperimetric constants of an n-dimensional ellipse. Using these estimates and a technique of Gromov, we estimate the Hopf and linking invariants of Lipschitz maps from ellipses to round spheres. Using these estimates, we give a lower bound for the k-dilation of degree non-zero maps between ellip…

2008-02-25abs ↗pdf ↗

In [9] Kaimanovich introduced the concept of augmented tree on the symbolic space of a self-similar set. It is hyperbolic in the sense of Gromov, and it was shown in [13] that under the open set condition, a self-similar set can be identified with the hyperbolic boundary of the tree. In the paper, we investigate in det…

2012-05-16abs ↗pdf ↗

Classifier evasion consists in finding for a given instance xx the nearest instance xx' such that the classifier predictions of xx and xx' are different. We present two novel algorithms for systematically computing evasions for tree ensembles such as boosted trees and random forests. Our first algorithm uses a Mixe…

2015-09-25abs ↗pdf ↗

We call a finitely generated group lacunary hyperbolic if one of its asymptotic cones is an R-tree. We characterize lacunary hyperbolic groups as direct limits of Gromov hyperbolic groups satisfying certain restrictions on the hyperbolicity constants and injectivity radii. Using central extensions of lacunary hyperboli…

2007-01-15abs ↗pdf ↗

Boosted decision trees enjoy popularity in a variety of applications; however, for large-scale datasets, the cost of training a decision tree in each round can be prohibitively expensive. Inspired by ideas from the multi-arm bandit literature, we develop a highly efficient algorithm for computing exact greedy-optimal d…

2018-05-19abs ↗pdf ↗

We generalize the notion of tight geodesics in the curve complex to tight trees. We then use tight trees to construct model geometries for certain surface bundles over graphs. This extends some aspects of the combinatorial model for doubly degenerate hyperbolic 3-manifolds developed by Brock, Canary, and Minsky during …

2019-01-08abs ↗pdf ↗

A new algorithm improves sample complexity for thresholding in Monte Carlo Tree Search.

problem Determining if the root node value of a tree is at least a given threshold.
method Developed a δ-correct sequential sampling algorithm based on the Track-and-Stop strategy.
result Ratio-based modification of D-Tracking strategy reduces sample complexity and computational cost.

Generalizes Rips' result on hyperbolic spaces to metric spaces, showing collapses for tree metrics.

problem Understanding the contractibility of Vietoris-Rips complexes in metric spaces.
method Extending Rips' result using geodesic defect and apparent pairs gradient.
result Vietoris-Rips complexes collapse to subforests for finite tree metrics.

Let X be a geodesic metric space. Gromov proved that there exists k>0 such that if every sufficiently large triangle T satisfies the Rips condition with constant k times pr(T), where pr(T) is the perimeter T, then X is hyperbolic. We give an elementary proof of this fact, also giving an estimate for k. We also show tha…

2008-10-08abs ↗pdf ↗

We study very small trees from the point of view of reducing systems of free factors, which are analogues of reducing systems of curves for a surface lamination; a non-trivial, proper free factor $F \leq \FN$ reduces TT if and only if FF acts on some subtree of TT with dense orbits. We characterize those trees, call…

2012-11-14abs ↗pdf ↗

Study on metrics with singularities on spheres, showing moduli space structure.

problem Constant Q-curvature metrics on spheres with singular points.
method Analysis of moduli space, Gromov-Hausdorff topology, symplectic structure construction.
result Moduli space structure is a real analytic variety with formal dimension equal to the number of punctures.