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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.

168,657 papers · 148 categories

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3817631,1441,525 · Jun 202019922001200920172026
48 results for smooth homogeneous models

Study shows momentum-based optimizers like Muon and MomentumGD bias towards KKT points in smooth homogeneous models.

problem Understanding the implicit bias of momentum-based optimizers on smooth homogeneous models.
method Analysis of Muon, MomentumGD, Signum, and Adam optimizers under decaying learning rate schedules.
result Momentum-based optimizers approximate steepest descent trajectories and bias towards KKT points of margin maximization problems.

Study identifies subvarieties of projective varieties mapping to models.

problem Understanding mappings of subvarieties to models on projective varieties.
method Analyzes smooth projective varieties with holomorphic locally homogeneous structures.
result Determines all subvarieties mapping to the model.

In this paper, we study the implicit regularization of the gradient descent algorithm in homogeneous neural networks, including fully-connected and convolutional neural networks with ReLU or LeakyReLU activations. In particular, we study the gradient descent or gradient flow (i.e., gradient descent with infinitesimal s…

2019-06-13abs ↗pdf ↗

This paper is devoted to the study of geometric structures modeled on homogeneous spaces G/P, where G is a real or complex semisimple Lie group and PGP\subset G is a parabolic subgroup. We use methods from differential geometry and very elementary finite-dimensional representation theory to construct sequences of invar…

2000-01-28abs ↗pdf ↗

A smooth foliation of a Riemannian manifold is metric when its leaves are locally equidistant and is homogenous when its leaves are locally orbits of a Lie group acting by isometries. Homogenous foliations are metric foliations, but metric foliations need not be homogenous foliations. We prove that a homogenous three-s…

2018-03-23abs ↗pdf ↗

We classify smooth locally free actions of the real affine group on closed orientable three-dimensional manifolds up to smooth conjugacy. As a corollary, there exists a non-homogeneous action when the manifold is the unit tangent bundle of a closed surface with a hyperbolic metric.

2007-02-27abs ↗pdf ↗

A very short proof of the following smooth homogeneity theorem of D. Repovs, E. V. Scepin and the author is presented. Let N be a locally compact subset of a smooth manifold M. Assume that for each two points x,y in N there exist their neighborhoods Ux and Uy in M and a diffeomorphism h : Ux \to Uy such that h(x)=y and…

2006-06-19abs ↗pdf ↗

We generalize Cartan's logarithmic derivative of a smooth map from a manifold into a Lie group GG to smooth maps into a homogeneous space M=G/HM=G/H, and determine the global monodromy obstruction to reconstructing such maps from infinitesimal data. The logarithmic derivative of the embedding of a submanifold $Σ\subset M…

2017-02-09abs ↗pdf ↗

Strong formal properties for toric and homogeneous Kähler manifolds.

problem Understanding formal properties of Kähler manifolds.
method Analyzing rationally and strongly formal properties of toric and homogeneous Kähler manifolds.
result Toric and homogeneous Kähler manifolds are both rationally and strongly formal.

The paper studies graded manifolds and their functorial relationship.

problem Understanding the functor between two categories of graded manifolds.
method Examines polynomial filtrations and homogeneity structures, applying the Batchelor-Gawedzki theorem and Borel-Whitney theorem.
result The functor is full and surjective on objects between the categories of graded vector bundles and manifolds.

Let GG be a compact Lie group acting isometrically on a compact Riemannian manifold MM with nonempty fixed point set MGM^G. We say that MM is fixed-point homogeneous if GG acts transitively on a normal sphere to some component of MGM^G. Fixed-point homogeneous manifolds with positive sectional curvature have been c…

2009-11-06abs ↗pdf ↗

The paper studies Randers and (α,β)(α,β) equigeodesics on compact homogeneous manifolds.

problem Characterizing equigeodesics on compact homogeneous manifolds.
method Analyzing different types of equigeodesics (Riemannian, Finsler, Randers, (α,β)(α,β)) on compact homogeneous manifolds.
result Randers and (α,β)(α,β) equigeodesics are equivalent on compact homogeneous manifolds, and a criterion is found.

We investigate several situations where the local homogeneity of a geometric structure on a dense open subset of a manifold implies the local homogeneity everywhere. This results in a strengthening of the conclusions in Gromov's open-dense orbit theorem. In particular, we show that any smooth closed 3-dimensional Loren…

2016-05-18abs ↗pdf ↗

The paper introduces new uniformity and homogeneity concepts for Cosserat media.

problem Characterizing uniformity and homogeneity in Cosserat media.
method Using groupoids and smooth distributions, the authors derive three canonical equations to characterize uniformity and homogeneity.
result The paper provides a unique and maximal division of Cosserat media into uniform and second-grade parts.

Develops wavelet-based neural network approximation theory.

problem Analyzing neural network approximation capabilities over various activation functions.
method Wavelet frame theory on spaces of homogeneous type, sufficient conditions for approximation, error estimates.
result Derives sufficient conditions for neural networks to approximate any functions in a given space, including non-smooth activations.

We introduce the concept of a graded bundle which is a natural generalization of the concept of a vector bundle and whose standard examples are higher tangent bundles T^nQ playing a fundamental role in higher order Lagrangian formalisms. Graded bundles are graded manifolds in the sense that we can choose an atlas whose…

2011-02-01abs ↗pdf ↗

The paper studies the limits and rigidity of almost homogeneous spaces with Ricci curvature bounds.

problem Understanding the limits and rigidity of almost homogeneous spaces with Ricci curvature bounds.
method Analyzes sequences of almost homogeneous RCD(K,N) spaces and their Gromov-Hausdorff limits.
result The Gromov-Hausdorff limit of a sequence of almost homogeneous RCD(K,N) spaces is a nilpotent Lie group with Ric ≥ K.

Schubert varieties are irreducible subvarieties of homogeneous manifold, which are important to understand the geometry of homogeneous manifold G/P and the action of the semisimple Lie group G. Consider the space of effective cycles in G/P with homology class equal to an integral multiple of the homology class of a Sch…

2004-10-06abs ↗pdf ↗

In this paper, we use the technique of Finslerian submersion to deduce a flag curvature formula for homogeneous Finsler spaces. Based on this formula, we give a complete classification of even-dimensional smooth coset spaces G/HG/H admitting GG-invariant Finsler metrics with positive flag curvature. It turns out that t…

2014-07-14abs ↗pdf ↗

In this paper we focus on the uniqueness question for (expanding) solutions of the Harmonic map flow coming out of smooth 0-homogeneous maps with values into a closed Riemannian manifold. We introduce a relative entropy for two purposes. On the one hand, we prove the existence of two expanding solutions associated to a…

2018-06-30abs ↗pdf ↗

This paper completes the classification of certain surface singularities with rational homology disk smoothings.

problem Classifying surface singularities with rational homology disk smoothings.
method Study of configurations of rational curves on projective rational surfaces.
result There is a unique rational homology disk smoothing component except in the cases of an obvious symmetry of the resolution dual graph.

Thanks to the recent work of Bhupal, Stipsicz, Szabo, and the author, one has a complete list of resolution graphs of weighted homogeneous complex surface singularities admitting a rational homology disk ("QHD") smoothing, i.e., one with Milnor number 0. They fall into several classes, the most interesting of which are…

2010-05-12abs ↗pdf ↗

Develops a foundational argument for Lorentzian or Euclidean spacetime geometry without light or electromagnetic phenomena.

problem Relativity without light
method Formalizing physical principles as axioms about an invariant interval function DD
result Invariant interval functions are powers of nondegenerate quadratic forms