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Jaakko Riihimäki

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2010 – 2019

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2013
[j2]
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Jaakko Riihimäki, Pasi Jylänki, Aki Vehtari:
Nested expectation propagation for Gaussian process classification. J. Mach. Learn. Res. 14(1): 75-109 (2013)
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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]
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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
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  - conf/icann/HartikainenRS11
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Jouni Hartikainen, Jaakko Riihimäki, Simo Särkkä:
Sparse Spatio-temporal Gaussian Processes with General Likelihoods. ICANN (1) 2011: 193-200
2010
[c3]
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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]
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Eli Parviainen, Jaakko Riihimäki:
A Connection between Extreme Learning Machine and Neural Network Kernel. IC3K 2010: 122-135
[c1]
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Jaakko Riihimäki, Aki Vehtari:
Gaussian processes with monotonicity information. AISTATS 2010: 645-652

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