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Publications of "Simo Särkkä" ( http://dblp.L3S.de/Authors/Simo_Särkkä )

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Publication years (Num. hits)
2000 (1) 2007 (2) 2010 (1) 2011 (5) 2012 (3)
Publication types (Num. hits)
article(7) inproceedings(5)
Venues (Conferences, Journals, ...)
ICANN(3) CoRR(1) IEEE Trans. Automat. Contr.(1) IJCNN(1) Information Fusion(1) Journal of Machine Learning Re...(1) Neurocomputing(1) NeuroImage(1) Signal Processing(1) UAI(1)
Authors
Simo Särkkä(12) Jouni Hartikainen(5) Aki Vehtari(4) Jouko Lampinen(3) Aapo Nummenmaa(1) Arno Solin(1) Fa-Hsuan Lin(1) Jaakko Riihimäki(1) Simo Vanni(1) Toni Auranen(1)
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Results
Found 12 publication records. Showing 12 according to the selection in the facets
Hits ?▲ Authors Title Venue Year Link Author keywords
1Simo Särkkä, Jouni Hartikainen Infinite-Dimensional Kalman Filtering Approach to Spatio-Temporal Gaussian Process Regression. Search on Bibsonomy Journal of Machine Learning Research - Proceedings Track The full citation details ... 2012 DBLP  BibTeX  RDF
1Simo Särkkä, Arno Solin, Aapo Nummenmaa, Aki Vehtari, Toni Auranen, Simo Vanni, Fa-Hsuan Lin Dynamic retrospective filtering of physiological noise in BOLD fMRI: DRIFTER. Search on Bibsonomy NeuroImage The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Jouni Hartikainen, Simo Särkkä Sequential Inference for Latent Force Models Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Simo Särkkä, Jouni Hartikainen Correction to "On Gaussian Optimal Smoothing of Nonlinear State Space Models" [Aug 10 1938-1941]. Search on Bibsonomy IEEE Trans. Automat. Contr. The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Simo Särkkä Linear Operators and Stochastic Partial Differential Equations in Gaussian Process Regression. Search on Bibsonomy ICANN The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Jouni Hartikainen, Jaakko Riihimäki, Simo Särkkä Sparse Spatio-temporal Gaussian Processes with General Likelihoods. Search on Bibsonomy ICANN The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Simo Särkkä Learning Curves for Gaussian Processes via Numerical Cubature Integration. Search on Bibsonomy ICANN The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Jouni Hartikainen, Simo Särkkä Sequential Inference for Latent Force Models. Search on Bibsonomy UAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Simo Särkkä Continuous-time and continuous-discrete-time unscented Rauch-Tung-Striebel smoothers. Search on Bibsonomy Signal Processing The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Simo Särkkä, Aki Vehtari, Jouko Lampinen Rao-Blackwellized particle filter for multiple target tracking. Search on Bibsonomy Information Fusion The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Simo Särkkä, Aki Vehtari, Jouko Lampinen CATS benchmark time series prediction by Kalman smoother with cross-validated noise density. Search on Bibsonomy Neurocomputing The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Aki Vehtari, Simo Särkkä, Jouko Lampinen On MCMC Sampling in Bayesian MLP Neural Networks. Search on Bibsonomy IJCNN The full citation details ... 2000 DBLP  DOI  BibTeX  RDF
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