Concepedia

Jaakko Riihimäki

JR

11

Publications

575

Citations

10

H-Index

2009

Active since

Affiliations

Aalto University(Current)

Jaakko Riihimäki is an author at Aalto University specializing in statistics, statistical inference, and engineering.

Top concepts

StatisticsEngineeringStatistical InferenceData ScienceBayesian StatisticsPublic HealthComputer ScienceMachine LearningProbabilityBayesian Inference

Publications per year

2009–2015

11

Publications

11

GPstuff: Bayesian modeling with Gaussian processes

Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen et al. · 2013 · 232 citations

Bayesian Statistics, Engineering, Data Science +12

Gaussian processes with monotonicity information

Jaakko Riihimäki, Aki Vehtari · 2010 · 149 citations

Laplace Approximation for Logistic Gaussian Process Density Estimation and Regression

Jaakko Riihimäki, Aki Vehtari · Bayesian Analysis · 2014 · 41 citations · Full text

Bayesian Modeling with Gaussian Processes using the GPstuff Toolbox

Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen et al. · arXiv (Cornell University) · 2012 · 35 citations · Full text

Bayesian Statistic, Bayesian Statistics, Engineering +12

Nested Expectation Propagation for Gaussian Process Classification with\n a Multinomial Probit Likelihood

Jaakko Riihimäki, Pasi Jylänki, Aki Vehtari · arXiv (Cornell University) · 2012 · 32 citations · Full text

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