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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.

168,695 papers · 148 categories

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80160239319 · Jun 202019922001200920172026
48 results for tame properties

We give several versions of local and global inverse mapping theorem for tame non necessarily smooth, mappings. Here tame mapping means a mapping which is subanalytic or, more generally, definable in some o-minimal structure. Our sufficient conditions are formulated in terms of various properties (convexity, positivity…

2007-12-17abs ↗pdf ↗

The paper explores spaces of Kähler and symplectic forms on 4-manifolds.

problem Investigating the properties of Kähler and symplectic forms on 4-manifolds.
method Analyzing the uniqueness, connectedness, and openness of spaces of Kähler forms and introducing holomorphically tamed symplectic forms.
result Formulated a parallel question for holomorphically tamed symplectic forms and related it to Kähler-type symplectic forms.

Following T.-J. Li, W. Zhang [Comparing tamed and compatible symplectic cones and cohomological properties of almost complex manifolds, Comm. Anal. Geom.], we continue to study the link between the cohomology of an almost-complex manifold and its almost-complex structure. In particular, we apply the same argument in [T…

2012-11-27abs ↗pdf ↗

We introduce the new class of submanifolds of co-Banach type in tame Fréchet manifolds and construct tame Fréchet submanifolds as inverse images of regular values of certain tame maps. Our method furnishes an easy way to construct tame Fréchet manifolds. The results presented are key ingredients in the construction of …

2013-05-14abs ↗pdf ↗

New algorithm TUSLA improves learning of non-convex neural networks.

problem Optimizing non-convex loss functions in neural networks with superlinear gradient growth.
method Tamed Unadjusted Stochastic Langevin Algorithm (TUSLA) based on SGLD with taming technology.
result Finite-time guarantees for TUSLA to find approximate minimizers of empirical and population risks.
Tame Flowsmath.GT

The tame flows are ``nice'' flows on ``nice'' spaces. The nice (tame) sets are the pfaffian sets introduced by Khovanski, and a flow Φ:R×XXΦ: \mathbb{R}\times X\to X on pfaffian set XX is tame if the graph of ΦΦ is a pfaffian subset of R×X×X\mathbb{R}\times X\times X. Any compact tame set admits plenty tame flows. We prove …

2007-02-14abs ↗pdf ↗

A Hermitian metric on a complex manifold is called strong Kähler with torsion (SKT) if its fundamental 2-form ωω is ˉ\partial \bar \partial-closed. We review some properties of strong KT metrics also in relation with symplectic forms taming complex structures. Starting from a 2n2n-dimensional SKT Lie algebra $\mathfr…

2011-04-08abs ↗pdf ↗

We observe that the line bundle associated to the tame symbol of two invertible holomorphic functions also carries a fairly canonical hermitian metric, hence it represents a class in a Hermitian holomorphic Deligne cohomology group. We put forward an alternative definition of hermitian holomorphic structure on a gerbe …

2003-10-02abs ↗pdf ↗

We introduce the notion of tame ρρ-quaternionic manifold that permits the construction of a finite family of ρρ-connections, significant for the geometry involved. This provides, for example, the following: (1) a new simple global characterisation of flat (complex-)quaternionic manifolds, and (2) a new simple constru…

2019-01-15abs ↗pdf ↗

Paper proposes a new method to stabilize noisy gradient algorithms.

problem Stochastic-gradient Langevin algorithms can introduce bias when taming denominators depend on stochastic-gradient realizations.
method Proposes a structure-preserving framework for designing tamed denominators that avoid unnecessary taming and maintain the stabilizing effect of taming.
result The method avoids stationary bias and explains the stationary error split into bias and remaining error.

The study confirms Gromov's speculation and provides bounds for taming symplectic structures.

problem Understanding the relationship between taming symplectic structures and the area of pseudoholomorphic curves.
method Analyzes the numerical cone of taming symplectic structures and characterizes coarsely holomorphic curves.
result An almost complex manifold with an area bound admits a taming symplectic structure, confirming Gromov's speculation.

Solenoids are ``inverse limits'' of the circle, and the classical knot theory is the theory of tame embeddings of the circle into the 3-space. We give some general study, including certain classification results, of tame embeddings of solenoids into the 3-space as the ``inverse limits'' of the tame embeddings of the ci…

2006-11-29abs ↗pdf ↗

We present the Tamed Cross Entropy (TCE) loss function, a robust derivative of the standard Cross Entropy (CE) loss used in deep learning for classification tasks. However, unlike other robust losses, the TCE loss is designed to exhibit the same training properties than the CE loss in noiseless scenarios. Therefore, th…

2018-10-11abs ↗pdf ↗

RELTA-SGLD stabilizes nonconvex SGLD updates with a lighter taming scheme.

problem Stabilizing superlinear stochastic-gradient updates in nonconvex optimization.
method Threshold-based taming with relative-growth principle for stability.
result Polynomial moment stability and first-order stationary accuracy in nonconvex SGLD.

New formulae connect topological and geometric properties of singular spaces.

problem Understanding the relationship between singular spaces and their Morse critical points.
method Generalization of Morse theory to non-degenerate locally tame singularities.
result Difference of Brasselet numbers related to Morse critical points of functions.

Positivity of intersections in 4-manifolds leads to taming symplectic structures.

problem Taming symplectic structures in almost complex 4-manifolds.
method Proof of positivity of intersections of pseudoholomorphic curves.
result Positivity of intersections is stable and leads to taming symplectic structures.

This paper proves a deformation circle pattern theorem, which gives a complete description of those circle patterns with interstices in terms of the combinatorial type, the exterior intersections angles and the conformal structures of interstices. As results, the surface version of Rivin's theorem and the approximation…

2018-05-22abs ↗pdf ↗

We classify Veech groups of tame non-compact flat surfaces. In particular we prove that all countable subgroups of GL+(2,R)\mathbf{GL}_+(2,\R) avoiding the set of mappings of norm less than 1 appear as Veech groups of tame non-compact flat surfaces which are Loch Ness monsters. Conversely, a Veech group of any tame flat surf…

2009-06-29abs ↗pdf ↗

Symplectic forms taming complex structures on compact manifolds are strictly related to Hermitian metrics having the fundamental form ˉ\partial \bar \partial -closed, i.e. to strong Kähler with torsion (SKT{\rm SKT}) metrics. It is still an open problem to exhibit a compact example of a complex manifold having a tamed …

2010-02-16abs ↗pdf ↗

We study the existence of strong Kähler with torsion (SKT) metrics and of symplectic forms taming invariant complex structures JJ on solvmanifolds G/ΓG/Γ providing some negative results for some classes of solvmanifolds. In particular, we show that if either JJ is invariant under the action of a nilpotent complement o…

2013-02-22abs ↗pdf ↗

We study Nakai-Moishezon type question and Donaldson's "tamed to compatible" question for almost complex structures on rational four manifolds. By extending Taubes' subvarieties--current--form technique to JJ-nef genus 00 classes, we give affirmative answers of these two questions for all tamed almost complex structu…

2012-10-08abs ↗pdf ↗

We show that a complete submanifold MM with tamed second fundamental form in a complete Riemannian manifold NN with sectional curvature KNκ0K_{N}\leq κ\leq 0 are proper, (compact if NN is compact). In addition, if NN is Hadamard then MM has finite topology. We also show that the fundamental tone is an obstruction fo…

2008-05-02abs ↗pdf ↗

A new tamed stochastic gradient Hamiltonian Monte Carlo algorithm for superlinearly growing stochastic gradients.

problem Sampling and stochastic optimization problems with superlinearly growing stochastic gradients.
method Tamed Stochastic Gradient Hamiltonian Monte Carlo (tSGHMC) algorithm.
result Established a non-asymptotic error bound in Wasserstein-2 distance with a convergence rate of 1/41/4.

The paper defines a stratification for Lie groupoids in a tame topology context.

problem Presenting a tame topology counterpart to canonical stratification of Lie groupoids.
method Using Shiota's isotopy lemma and approximation theorem, the paper defines a canonical Whitney stratification of definable Lie groupoids into invariant strata.
result A canonical Whitney stratification of the Lie groupoid into definable strata invariant under the groupoid action.

We investigate the fundamental group of Griffiths' space, and the first singular homology group of this space and of the Hawaiian Earring by using (countable) reduced tame words. We prove that two such words represent the same element in the corresponding group if and only if they can be carried to the same tame word b…

2011-03-03abs ↗pdf ↗

Extends Hess-Schrader-Uhlenbrock inequality for 1-forms in tamed Dirichlet spaces.

problem Establishing a new inequality for 1-forms in tamed Dirichlet spaces.
method Developed a vector calculus for tamed Dirichlet spaces and applied it to establish the inequality.
result Established the Hess-Schrader-Uhlenbrock inequality for 1-forms in L2L^2-cotangent module.

This paper proves that on any tamed closed almost complex four-manifold (M,J)(M,J) whose dimension of JJ-anti-invariant cohomology is equal to the self-dual second Betti number minus one, there exists a new symplectic form compatible with the given almost complex structure JJ. In particular, if the self-dual second Bett…

2017-12-08abs ↗pdf ↗

New theorem on embedding Moebius bands in 3D space.

problem Proving the impossibility of placing uncountably many disjoint Moebius bands in 3D space.
method Generalization of Grushin and Palamodov's result to tame subsets in R^N and arbitrary topological embeddings in R^3.
result The impossibility of embedding uncountably many pairwise disjoint Moebius bands in 3D space, even for arbitrary topological embeddings.

This paper constructs a Hodge theory of noncompact topologically tame manifolds MM. The main result is an isomorphism between the de Rham cohomology with compact supports of MM and the kernel of the Hodge--Witten--Bismut Laplacian $\lap_μ$ associated to a measure dμ which has sufficiently rapid growth at infinity o…

1998-04-28abs ↗pdf ↗