Pasi Jylänki

According to our database, Pasi Jylänki authored at least 13 papers between 2007 and 2020.

Collaborative distances:

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

2020

Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data.

Aki Vehtari, Andrew Gelman, Tuomas Sivula, Pasi Jylänki, Dustin Tran, Swupnil Sahai, Paul Blomstedt, John P. Cunningham, David Schiminovich, Christian P. Robert

J. Mach. Learn. Res., 2020

2017

Distributed neural signatures of natural audiovisual speech and music in the human auditory cortex.

Juha Salmi, Olli-Pekka Koistinen, Enrico Glerean, Pasi Jylänki, Aki Vehtari, Iiro P. Jääskeläinen, Sasu Mäkelä, Lauri Nummenmaa, Katarina Nummi-Kuisma, Ilari Nummi, Mikko Sams

NeuroImage, 2017

2014

Expectation propagation for neural networks with sparsity-promoting priors.

Pasi Jylänki, Aapo Nummenmaa, Aki Vehtari

J. Mach. Learn. Res., 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

Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables.

Tomi Peltola, Pasi Jylänki, Aki Vehtari

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 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

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

Robust Gaussian Process Regression with a Student-<i>t</i> Likelihood.

Pasi Jylänki, Jarno Vanhatalo, Aki Vehtari

J. Mach. Learn. Res., 2011

2009

Gaussian process regression with Student-t likelihood.

Jarno Vanhatalo, Pasi Jylänki, Aki Vehtari

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2008

Online Classification of Single EEG Trials During Finger Movements.

Janne Lehtonen, Pasi Jylänki, Laura Kauhanen, Mikko Sams

IEEE Trans. Biomed. Eng., 2008

2007

EEG-Based Brain-Computer Interface for Tetraplegics.

Laura Kauhanen, Pasi Jylänki, Janne Lehtonen, Pekka Rantanen, Hannu Alaranta, Mikko Sams

Comput. Intell. Neurosci., 2007

Vibrotactile Feedback for Brain-Computer Interface Operation.

Febo Cincotti, Laura Kauhanen, Fabio Aloise, Tapio Palomäki, Nicholas Caporusso, Pasi Jylänki, Donatella Mattia, Fabio Babiloni, Gerolf Vanacker, Marnix Nuttin, Maria Grazia Marciani, José del R. Millán

Comput. Intell. Neurosci., 2007