Identification of Gaussian Process State-Space Models with Particle Stochastic Approximation EM

17 December 2013

Fredrik Lindsten

Papers citing "Identification of Gaussian Process State-Space Models with Particle Stochastic Approximation EM"

4 / 4 papers shown

Title
The Use of Gaussian Processes in System Identification Simo Särkkä GP AI4TS 50 10 0 13 Jul 2019
Learning dynamical systems with particle stochastic approximation EM Andreas Svensson Fredrik Lindsten 105 9 0 25 Jun 2018
Computationally Efficient Bayesian Learning of Gaussian Process State Space Models Andreas Svensson Arno Solin Simo Särkkä Thomas B. Schon 88 57 0 07 Jun 2015
Variational Inference for Uncertainty on the Inputs of Gaussian Process Models Andreas C. Damianou Michalis K. Titsias Neil D. Lawrence 96 25 0 08 Sep 2014