Ville Tolvanen

According to our database, Ville Tolvanen authored at least 5 papers between 2012 and 2016.

Collaborative distances:

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

2016

Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models.

Aki Vehtari, Tommi Mononen, Ville Tolvanen, Tuomas Sivula, Ole Winther

J. Mach. Learn. Res., 2016

2015

Adaptive Kalman filtering and smoothing for gravitation tracking in mobile systems.

Simo Särkkä, Ville Tolvanen, Juho Kannala, Esa Rahtu

Proceedings of the 2015 International Conference on Indoor Positioning and Indoor Navigation, 2015

2014

Expectation propagation for nonstationary heteroscedastic Gaussian process regression.

Ville Tolvanen, Pasi Jylänki, Aki Vehtari

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

2013

GPstuff: Bayesian modeling with Gaussian processes.

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