A Connection between Extreme Learning Machine and Neural Network Kernel. - Eli Parviainen; Jaakko Riihimäki (IC3K, 2010)

Interpreting Extreme Learning Machine as an Approximation to an Infinite Neural Network. - Elina Parviainen; Jaakko Riihimäki; Yoan Miche; Amaury Lendasse (KDIR, 2010)

Gaussian processes with monotonicity information. - Jaakko Riihimäki; Aki Vehtari (AISTATS, 2010)

Sparse Spatio-temporal Gaussian Processes with General Likelihoods. - Jouni Hartikainen; Jaakko Riihimäki; Simo Särkkä (ICANN (1), 2011)

Bayesian Modeling with Gaussian Processes using the MATLAB Toolbox GPstuff (v3.3) - Jarno Vanhatalo; Jaakko Riihimäki; Jouni Hartikainen; Pasi Jylänki; Ville Tolvanen; Aki Vehtari (CoRR, 2012)

Nested expectation propagation for Gaussian process classification. - Jaakko Riihimäki; Pasi Jylänki; Aki Vehtari (J. Mach. Learn. Res., 2013)

GPstuff: Bayesian modeling with Gaussian processes. - Jarno Vanhatalo; Jaakko Riihimäki; Jouni Hartikainen; Pasi Jylänki; Ville Tolvanen; Aki Vehtari (J. Mach. Learn. Res., 2013)