Ville Tolvanen

GPstuff: Bayesian modeling with Gaussian processes

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

Bayesian Statistics, Engineering, Data Science +12

Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models

Aki Vehtari, Tommi Mononen, Ville Tolvanen et al. · arXiv (Cornell University) · 2014 · 58 citations · Full text

Bayesian Statistic, Bayesian Statistics, Ep Approximations +14

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

Adaptive Kalman filtering and smoothing for gravitation tracking in mobile systems

Simo Särkkä, Ville Tolvanen, Juho Kannala et al. · 2015 · 23 citations

Location Tracking, Engineering, Location Estimation +18

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

Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen et al. · arXiv (Cornell University) · 2012 · 13 citations · Full text

Bayesian Statistic, Bayesian Statistics, Matlab Toolbox Gpstuff +11