Fast and Robust Shortest Paths on Manifolds Learned from Data

Fast and Robust Shortest Paths on Manifolds Learned from Data

22 January 2019

Georgios Arvanitidis

Michael Schober

Papers citing "Fast and Robust Shortest Paths on Manifolds Learned from Data"

17 / 17 papers shown

Title
Convergence Rates of Gaussian ODE Filters Hans Kersting T. Sullivan Philipp Hennig 41 39 0 25 Jul 2018
Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences Motonobu Kanagawa Philipp Hennig Dino Sejdinovic Bharath K. Sriperumbudur GP BDL 120 341 0 06 Jul 2018
Bayesian Quadrature for Multiple Related Integrals Xiaoyue Xi François‐Xavier Briol Mark Girolami 45 39 0 12 Jan 2018
Latent Space Oddity: on the Curvature of Deep Generative Models Georgios Arvanitidis Lars Kai Hansen Søren Hauberg DRL 93 267 0 31 Oct 2017
Probabilistic Linear Multistep Methods Onur Teymur K. Zygalakis B. Calderhead 34 33 0 26 Oct 2016
A probabilistic model for the numerical solution of initial value problems Michael Schober Simo Särkkä Philipp Hennig 56 81 0 17 Oct 2016
A Locally Adaptive Normal Distribution Georgios Arvanitidis Lars Kai Hansen Søren Hauberg 38 28 0 08 Jun 2016
Probabilistic Numerical Methods for Partial Differential Equations and Bayesian Inverse Problems Jon Cockayne Chris J. Oates T. Sullivan Mark Girolami 61 45 0 25 May 2016
Active Uncertainty Calibration in Bayesian ODE Solvers Hans Kersting Philipp Hennig 32 46 0 11 May 2016
Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees François‐Xavier Briol Chris J. Oates Mark Girolami Michael A. Osborne 57 89 0 08 Jun 2015
Probabilistic Numerics and Uncertainty in Computations Philipp Hennig Michael A. Osborne Mark Girolami 51 305 0 03 Jun 2015
Probabilistic Line Searches for Stochastic Optimization Maren Mahsereci Philipp Hennig ODL 54 126 0 10 Feb 2015
Metrics for Probabilistic Geometries A. Tosi Søren Hauberg A. Vellido Neil D. Lawrence 57 62 0 27 Nov 2014
Geodesic Exponential Kernels: When Curvature and Linearity Conflict Aasa Feragen F. Lauze Søren Hauberg BDL 41 144 0 02 Nov 2014
Probabilistic ODE Solvers with Runge-Kutta Means Michael Schober David Duvenaud Philipp Hennig 58 116 0 10 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 395 16,962 0 20 Dec 2013
Probabilistic Solutions to Differential Equations and their Application to Riemannian Statistics Philipp Hennig Søren Hauberg 66 54 0 03 Jun 2013