Pasi Jylänki

13 papers A 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2020 J jnl
Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data.
J. Mach. Learn. Res.
Aki Vehtari, Andrew Gelman, Tuomas Sivula, Pasi Jylänki, Dustin Tran, Swupnil Sahai, Paul Blomstedt, John P. Cunningham, David Schiminovich, Christian P. Robert
2017 J jnl
Distributed neural signatures of natural audiovisual speech and music in the human auditory cortex.
NeuroImage
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
2014 A conf
Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables.
AISTATS
Tomi Peltola, Pasi Jylänki, Aki Vehtari
2014 J jnl
Expectation propagation for neural networks with sparsity-promoting priors.
J. Mach. Learn. Res.
Pasi Jylänki, Aapo Nummenmaa, Aki Vehtari
2014 — conf
Expectation propagation for nonstationary heteroscedastic Gaussian process regression.
MLSP
Ville Tolvanen, Pasi Jylänki, Aki Vehtari
2013 J jnl
GPstuff: Bayesian modeling with Gaussian processes.
J. Mach. Learn. Res.
Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen, Pasi Jylänki, Ville Tolvanen, Aki Vehtari
2013 J jnl
Nested expectation propagation for Gaussian process classification.
J. Mach. Learn. Res.
Jaakko Riihimäki, Pasi Jylänki, Aki Vehtari
2012 J jnl
Bayesian Modeling with Gaussian Processes using the MATLAB Toolbox GPstuff (v3.3)
CoRR
Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen, Pasi Jylänki, Ville Tolvanen, Aki Vehtari
2011 J jnl
Robust Gaussian Process Regression with a Student-
J. Mach. Learn. Res.
Pasi Jylänki, Jarno Vanhatalo, Aki Vehtari
2009 — conf
Gaussian process regression with Student-t likelihood.
NIPS
Jarno Vanhatalo, Pasi Jylänki, Aki Vehtari
2008 J jnl
Online Classification of Single EEG Trials During Finger Movements.
IEEE Trans. Biomed. Eng.
Janne Lehtonen, Pasi Jylänki, Laura Kauhanen, Mikko Sams
2007 J jnl
EEG-Based Brain-Computer Interface for Tetraplegics.
Comput. Intell. Neurosci.
Laura Kauhanen, Pasi Jylänki, Janne Lehtonen, Pekka Rantanen, Hannu Alaranta, Mikko Sams
2007 J jnl
Vibrotactile Feedback for Brain-Computer Interface Operation.
Comput. Intell. Neurosci.
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