Difference between revisions of "GP SSM"

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(Papers on GP-SSMs)
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* K. Jocikan, [[Media:DynamicGPModelsOverview.pdf | Dynamic GP Models: An Overview and Recent Developments]];
 
* K. Jocikan, [[Media:DynamicGPModelsOverview.pdf | Dynamic GP Models: An Overview and Recent Developments]];
 
* A. Solin, S. Sarkka, [[Media:ReducedRankGPR.pdf | Hilbert Space Methods for Reduced-Rank Gaussian Process Regression]]; (ArXiv.1401.5508)
 
* A. Solin, S. Sarkka, [[Media:ReducedRankGPR.pdf | Hilbert Space Methods for Reduced-Rank Gaussian Process Regression]]; (ArXiv.1401.5508)
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* C.L.C. Mattos, Z. Dai, A. Damianou, J. Forth, G.A. Barreto, N. Lawrence, [[Media:RecurrentGaussianProcesses.pdf | Recorruent Gaussian Processes]]
  
 
=== Web Links ===
 
=== Web Links ===
 
* [http://dsc.ijs.si/jus.kocijan/GPdyn/ Bibliography on GP Models in Dynamical Systems]
 
* [http://dsc.ijs.si/jus.kocijan/GPdyn/ Bibliography on GP Models in Dynamical Systems]

Revision as of 13:47, 13 October 2017

This page gathers references and materials related to the study of "Gaussian Process (GP) State Space Models (SSM)."

Basic Gaussian Process Info

  • Rasmussen and Williams

Papers on GP-SSMs

Web Links