A probabilistic Taylor expansion with Gaussian processes

A probabilistic Taylor expansion with Gaussian processes

1 February 2021

Simo Särkkä

Papers citing "A probabilistic Taylor expansion with Gaussian processes"

6 / 6 papers shown

Title
Bayesian Probabilistic Numerical Methods Jon Cockayne Chris J. Oates T. Sullivan Mark Girolami 62 166 0 13 Feb 2017
A probabilistic model for the numerical solution of initial value problems Michael Schober Simo Särkkä Philipp Hennig 59 81 0 17 Oct 2016
Probabilistic ODE Solvers with Runge-Kutta Means Michael Schober David Duvenaud Philipp Hennig 69 116 0 10 Jun 2014
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 331 7,923 0 13 Jun 2012
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 197 923 0 30 Jun 2011
Convergence rates of efficient global optimization algorithms Adam D. Bull 114 641 0 18 Jan 2011