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Jaakko Luttinen
Jaakko Luttinen
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Title
Cited by
Cited by
Year
Variational Gaussian-process factor analysis for modeling spatio-temporal data
J Luttinen, A Ilin
Advances in neural information processing systems 22, 2009
692009
Bayesian Robust PCA of Incomplete Data
J Luttinen, A Ilin, J Karhunen
Neural Processing Letters 36, 189-202, 2012
452012
Transformations in variational Bayesian factor analysis to speed up learning
J Luttinen, A Ilin
Neurocomputing 73 (7-9), 1093-1102, 2010
382010
Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling
J Luttinen, A Ilin
372012
Fast variational Bayesian linear state-space model
J Luttinen
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013
252013
Linear expansions with nonlinear cost functions: modeling, representation, and partitioning
E Oja, A Ilin, J Luttinen, Z Yang
WCCI 2010, Barcelona: Plenary and Invited Lectures, 115, 2010
182010
Linear state-space model with time-varying dynamics
J Luttinen, T Raiko, A Ilin
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
172014
Bayespy: variational bayesian inference in python
J Luttinen
The Journal of Machine Learning Research 17 (1), 1419-1424, 2016
152016
Variational Gaussian-process factor analysis for modeling spatio-temporal data
A Ilin, J Luttinen
Proc. of the 11th Meeting on Statistical Climatology, Edinburgh, Scotland, 2010
22010
cholmod-extra Documentation
J Luttinen
URL https://buildmedia. readthedocs. org/media/pdf/cholmod-extra/stable …, 2018
12018
Bayesian Latent Gaussian Spatio-Temporal Models
J Luttinen
Aalto University, 2015
12015
Gaussian-process factor analysis for modeling spatio-temporal data
J Luttinen
PhD thesis. Aalto University, 2009
12009
Blind and semi-blind source separation
E Oja, A Ilin, Z Yang, Z Yuan, J Luttinen
Adaptive Informatics Research Centre Department of Information and Computer …, 2009
12009
BayesPy
J Luttinen
MICROTOME PUBL, 2016
2016
TEKNILLINEN KORKEAKOULU ERIKOISTYÖ Automaatio-ja systeemitekniikan T-61.195 Informaatiotekniikka koulutusohjelma 23.5. 2007 ONLINE DEMONSTRATOR FOR THE CONTINUOUS SPEECH …
J Luttinen
2006
Applications in climate science
A Ilin, J Luttinen, J Saarimäki
3.3 Reconstruction of historical climate data by Gaussian-process factor analysis
A Ilin, J Luttinen
Algorithmic improvements for variational inference
A Honkela, T Raiko, A Ilin, M Kuusela, M Tornio, J Luttinen, J Karhunen
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