Jaakko Riihimäki

According to our database, Jaakko Riihimäki authored at least 7 papers between 2010 and 2013.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2013

GPstuff: Bayesian modeling with Gaussian processes.

Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen, Pasi Jylänki, Ville Tolvanen, Aki Vehtari

J. Mach. Learn. Res., 2013

Nested expectation propagation for Gaussian process classification.

Jaakko Riihimäki, Pasi Jylänki, Aki Vehtari

J. Mach. Learn. Res., 2013

2012

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

2011

Sparse Spatio-temporal Gaussian Processes with General Likelihoods.

Jouni Hartikainen, Jaakko Riihimäki, Simo Särkkä

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Gaussian processes with monotonicity information.

Jaakko Riihimäki, Aki Vehtari

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Interpreting Extreme Learning Machine as an Approximation to an Infinite Neural Network.

Elina Parviainen, Jaakko Riihimäki, Yoan Miche, Amaury Lendasse

Proceedings of the KDIR 2010, 2010

A Connection between Extreme Learning Machine and Neural Network Kernel.

Eli Parviainen, Jaakko Riihimäki

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2010