| Variational Gaussian-process factor analysis for modeling spatio-temporal data J Luttinen, A Ilin Advances in neural information processing systems 22, 2009 | 71 | 2009 |
| Bayesian Robust PCA of Incomplete Data J Luttinen, A Ilin, J Karhunen Neural Processing Letters 36, 189-202, 2012 | 46 | 2012 |
| Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling J Luttinen, A Ilin | 38 | 2012 |
| Transformations in variational Bayesian factor analysis to speed up learning J Luttinen, A Ilin Neurocomputing 73 (7-9), 1093-1102, 2010 | 37 | 2010 |
| Fast variational Bayesian linear state-space model J Luttinen Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013 | 26 | 2013 |
| Bayespy: variational bayesian inference in python J Luttinen The Journal of Machine Learning Research 17 (1), 1419-1424, 2016 | 19 | 2016 |
| 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 | 18 | 2010 |
| Linear state-space model with time-varying dynamics J Luttinen, T Raiko, A Ilin Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 17 | 2014 |
| 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 | 2 | 2010 |
| cholmod-extra Documentation J Luttinen URL https://buildmedia. readthedocs. org/media/pdf/cholmod-extra/stable …, 2018 | 1 | 2018 |
| Bayesian Latent Gaussian Spatio-Temporal Models J Luttinen Aalto University, 2015 | 1 | 2015 |
| Gaussian-process factor analysis for modeling spatio-temporal data J Luttinen PhD thesis. Aalto University, 2009 | 1 | 2009 |
| 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 | 1 | 2009 |
| 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 | | |
