Titlebook: Geometric Science of Information; Second International Frank Nielsen,Frédéric Barbaresco Conference proceedings 2015 Springer International

继而发生

Affine-Invariant Riemannian Distance Between Infinite-Dimensional Covariance Operatorse. This is the generalization of the Riemannian manifold of symmetric, positive definite matrices to the infinite-dimensional setting. In particular, in the case of covariance operators in a Reproducing Kernel Hilbert Space (RKHS), we provide a closed form solution, expressed via the corresponding Gram matrices.

带伤害

A Sub-Riemannian Modular Approach for Diffeomorphic Deformationsribe transformations. The method, built on a coherent sub-Riemannian framework, defines a metric on modular deformations and characterises optimal deformations as geodesics for this metric. We will present a generic way to build local affine transformations as deformation modules, and display examples.

mechanism

innate

Connotation

Optimal Transport, Independance Versus Indetermination Duality, Impact on a New Copula Designction with the MKP transportation problem (MKP, stands for Monge-Kantorovich Problem). Using the duality between “independance” and “indetermination” structures, shown in this former paper, we are in a position to derive a novel approach to design a copula, suitable and efficient for anomaly detection in IT systems analysis.

手势

Barycenter in Wasserstein Spaces: Existence and Consistency on . as its Fréchet mean. The paper establishes its existence and states consistency with respect to .. We thus extends previous results on ., with conditions on . or on the sequence converging to . for consistency.

transdermal

https://doi.org/10.1007/978-3-319-25040-3Bayesian statistics; Optimal transport; Optimization on manifolds; Stochastic geometry; Topological info

hemorrhage

讨厌

Muscularis