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相关论文: Geodesics of Random Riemannian Metrics: Supplement…

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We investigate the geometrical structure of probabilistic generative dimensionality reduction models using the tools of Riemannian geometry. We explicitly define a distribution over the natural metric given by the models. We provide the…

机器学习 · 统计学 2014-12-01 Alessandra Tosi , Søren Hauberg , Alfredo Vellido , Neil D. Lawrence

Generalized tensor analysis in the sense of Colombeau's construction is employed to introduce a nonlinear distributional pseudo-Riemannian geometry. In particular, after deriving several characterizations of invertibility in the algebra of…

泛函分析 · 数学 2007-05-23 Michael Kunzinger , Roland Steinbauer

Geodesics become an essential element of the geometry of a semi-Riemannian manifold. In fact, their differences and similarities with the (positive definite) Riemannian case, constitute the first step to understand semi-Riemannian Geometry.…

微分几何 · 数学 2010-03-23 Anna Maria Candela , Miguel Sánchez

We obtain the integral formulae for computing the tetrads and metric components in Riemann normal coordinates and Fermi coordinate system of an observer in arbitrary motion. Our approach admits essential enlarging the range of validity of…

广义相对论与量子宇宙学 · 物理学 2009-10-31 Alexander I. Nesterov

We introduce Riemannian First-Passage Percolation (Riemannian FPP) as a new model of random differential geometry, by considering a random, smooth Riemannian metric on $\mathbb R^d$. We are motivated in our study by the random geometry of…

概率论 · 数学 2016-11-26 Tom LaGatta

The paper is a study of geodesic in two-dimensional pseudo-Riemannian metrics. Firstly, the local properties of geodesics in a neighborhood of generic parabolic points are investigated. The equation of the geodesic flow has singularities at…

微分几何 · 数学 2016-11-22 Alexey Remizov

We give detailed exposition of modern differential geometry from global coordinate independent point of view as well as local coordinate description suited for actual computations. In introduction, we consider Euclidean spaces and different…

数学物理 · 物理学 2024-01-26 M. O. Katanaev

In this work, we compute the metric corresponding to a static and spherically symmetric mass distribution in the general relativistic weak field approximation to quadratic order in Fermi-normal coordinates surrounding a radial geodesic. To…

广义相对论与量子宇宙学 · 物理学 2023-11-28 Antonio C. Gutiérrez-Piñeres

We analyze the disordered Riemannian geometry resulting from random perturbations of the Euclidean metric. We focus on geodesics, the paths traced out by a particle traveling in this quenched random environment. By taking the point of the…

概率论 · 数学 2016-06-21 Tom LaGatta , Jan Wehr

These notes on Riemannian geometry use the bases bundle and frame bundle, as in Geometry of Manifolds, to express the geometric structures. It has more problems and omits the background material. It starts with the definition of Riemannian…

微分几何 · 数学 2013-07-30 Richard L. Bishop

This is a technical appendix to "Adaptive estimation of stationary Gaussian fields". We present several proofs that have been skipped in the main paper.

统计理论 · 数学 2009-09-01 Nicolas Verzelen

As observed by Auderset et al. (2005) and Wiesel (2012), viewing covariance matrices as elements of a Riemannian manifold and using the concept of geodesic convexity provide useful tools for studying M-estimators of multivariate scatter. In…

统计方法学 · 统计学 2016-07-27 Lutz Duembgen , David E. Tyler

We provide a new and simple system of equations for the normal sub-Riemannian geodesics. These use a partial connection that we show is canonically available, given a choice of complement to the distribution. We also describe conditions…

微分几何 · 数学 2019-09-17 A. Rod Gover , Jan Slovak

Considering Riemannian submersions, we find necessary and sufficient conditions for when sub-Riemannian normal geodesics project to curves of constant first geodesic curvature or constant first and vanishing second geodesic curvatures. We…

微分几何 · 数学 2017-07-18 Mauricio Godoy Molina , Erlend Grong , Irina Markina

This paper sheds light on the essential characteristics of geodesics, which frequently occur in considerations from motion in Euclidean space. Focus is mainly on a method of obtaining them from the calculus of variations, and an explicit…

综合数学 · 数学 2017-03-21 Uchechukwu Michael Opara

Correlation matrices are used in many domains of neurosciences such as fMRI, EEG, MEG. However, statistical analyses often rely on embeddings into a Euclidean space or into Symmetric Positive Definite matrices which do not provide intrinsic…

微分几何 · 数学 2021-03-09 Yann Thanwerdas , Xavier Pennec

A natural extension of Riemannian geometry to a much wider context is presented on the basis of the iterated differential form formalism developed in math.DG/0605113 and an application to general relativity is given.

微分几何 · 数学 2010-05-05 A. M. Vinogradov , L. Vitagliano

Gravity is a phenomenon which arises due to the space-time geometry. The main equations that describe gravity are the Einstein equations. To understand the consequences of these field equations we need to calculate the free particle…

微分几何 · 数学 2023-08-01 Adrian Boitier , Shubhanshu Tiwari

The space of all probability measures having positive density function on a connected compact smooth manifold $M$, denoted by $\mathcal{P}(M)$, carries the Fisher information metric $G$. We define the geometric mean of probability measures…

微分几何 · 数学 2023-05-19 Mitsuhiro Itoh , Hiroyasu Satoh

In this paper, we provide a general framework for counting geometric structures in pseudo-random graphs. As applications, our theorems recover and improve several results on the finite field analog of questions originally raised in the…

组合数学 · 数学 2025-04-30 Thang Pham , Steven Senger , Michael Tait , Vu Thi Huong Thu
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