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2020 – today
- 2020
[j9]Aki Vehtari, Andrew Gelman, Tuomas Sivula, Pasi Jylänki, Dustin Tran, Swupnil Sahai, Paul Blomstedt, John P. Cunningham, David Schiminovich, Christian P. Robert:
Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data. J. Mach. Learn. Res. 21: 17:1-17:53 (2020)
2010 – 2019
- 2017
- [j8]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:
Distributed neural signatures of natural audiovisual speech and music in the human auditory cortex. NeuroImage 157: 108-117 (2017) - 2014
- [j7]Pasi Jylänki, Aapo Nummenmaa, Aki Vehtari:
Expectation propagation for neural networks with sparsity-promoting priors. J. Mach. Learn. Res. 15(1): 1849-1901 (2014) - [c3]Tomi Peltola, Pasi Jylänki, Aki Vehtari:
Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables. AISTATS 2014: 769-777 - [c2]Ville Tolvanen, Pasi Jylänki, Aki Vehtari:
Expectation propagation for nonstationary heteroscedastic Gaussian process regression. MLSP 2014: 1-6 - 2013
- [j6]Jaakko Riihimäki, Pasi Jylänki, Aki Vehtari:
Nested expectation propagation for Gaussian process classification. J. Mach. Learn. Res. 14(1): 75-109 (2013) - [j5]Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen, Pasi Jylänki, Ville Tolvanen, Aki Vehtari:
GPstuff: Bayesian modeling with Gaussian processes. J. Mach. Learn. Res. 14(1): 1175-1179 (2013) - 2012
- [i1]Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen, Pasi Jylänki, Ville Tolvanen, Aki Vehtari:
Bayesian Modeling with Gaussian Processes using the MATLAB Toolbox GPstuff (v3.3). CoRR abs/1206.5754 (2012) - 2011
- [j4]Pasi Jylänki, Jarno Vanhatalo, Aki Vehtari:
Robust Gaussian Process Regression with a Student-t Likelihood. J. Mach. Learn. Res. 12: 3227-3257 (2011)
2000 – 2009
- 2009
- [c1]Jarno Vanhatalo, Pasi Jylänki, Aki Vehtari:
Gaussian process regression with Student-t likelihood. NIPS 2009: 1910-1918 - 2008
- [j3]Janne Lehtonen, Pasi Jylänki, Laura Kauhanen, Mikko Sams:
Online Classification of Single EEG Trials During Finger Movements. IEEE Trans. Biomed. Eng. 55(2): 713-720 (2008) - 2007
- [j2]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:
Vibrotactile Feedback for Brain-Computer Interface Operation. Comput. Intell. Neurosci. 2007 (2007) - [j1]Laura Kauhanen, Pasi Jylänki, Janne Lehtonen, Pekka Rantanen, Hannu Alaranta, Mikko Sams:
EEG-Based Brain-Computer Interface for Tetraplegics. Comput. Intell. Neurosci. 2007 (2007)
Coauthor Index
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