J. Riihimäki

Gaussian processes with monotonicity information

Aki Vehtari, Jaakko Riihimäki, Aki Vehtari, 2010, AISTATS.

Risk of recurrence of gastrointestinal stromal tumour after surgery: an analysis of pooled population-based cohorts.

Aki Vehtari, J. Riihimäki, J. Jónasson, 2012, The Lancet. Oncology.

Analysing the length of care episode after hip fracture: a nonparametric and a parametric Bayesian approach

Aki Vehtari, Jaakko Riihimäki, Reijo Sund, 2010, Health care management science.

Bayesian Modeling with Gaussian Processes using the MATLAB Toolbox GPstuff (v3.3) pdf

Aki Vehtari, Jarno Vanhatalo, Pasi Jylänki, 2012, ArXiv.

GPstuff: Bayesian modeling with Gaussian processes

Aki Vehtari, Jarno Vanhatalo, Pasi Jylänki, 2013, J. Mach. Learn. Res..

Modeling the Length of the Care Episode after Hip Fracture: Does the Type of Fracture Matter?

Aki Vehtari, J. Riihimäki, R. Sund, 2009, Scandinavian journal of surgery : SJS : official organ for the Finnish Surgical Society and the Scandinavian Surgical Society.

Sparse Spatio-temporal Gaussian Processes with General Likelihoods

Simo Särkkä, Jouni Hartikainen, Jaakko Riihimäki, 2011, ICANN.

A Connection between Extreme Learning Machine and Neural Network Kernel

Jaakko Riihimäki, Eli Parviainen, J. Riihimäki, 2010, IC3K.

Advances in Approximate Bayesian Inference for Gaussian Process Models

Jaakko Riihimäki, J. Riihimäki, 2013 .