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Jaakko Riihimäki
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2010 – 2019
- 2013
- [j2]Jaakko Riihimäki, Pasi Jylänki, Aki Vehtari:
Nested expectation propagation for Gaussian process classification. J. Mach. Learn. Res. 14(1): 75-109 (2013) - [j1]Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen, Pasi Jylänki, Ville Tolvanen, Aki Vehtari:
GPstuff: Bayesian modeling with Gaussian processes. J. Mach. Learn. Res. 14(1): 1175-1179 (2013) - 2012
- [i1]Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen, Pasi Jylänki, Ville Tolvanen, Aki Vehtari:
Bayesian Modeling with Gaussian Processes using the MATLAB Toolbox GPstuff (v3.3). CoRR abs/1206.5754 (2012) - 2011
- [c4]Jouni Hartikainen, Jaakko Riihimäki, Simo Särkkä:
Sparse Spatio-temporal Gaussian Processes with General Likelihoods. ICANN (1) 2011: 193-200 - 2010
- [c3]Elina Parviainen, Jaakko Riihimäki, Yoan Miche, Amaury Lendasse:
Interpreting Extreme Learning Machine as an Approximation to an Infinite Neural Network. KDIR 2010: 65-73 - [c2]Eli Parviainen, Jaakko Riihimäki:
A Connection between Extreme Learning Machine and Neural Network Kernel. IC3K 2010: 122-135 - [c1]Jaakko Riihimäki, Aki Vehtari:
Gaussian processes with monotonicity information. AISTATS 2010: 645-652
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