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Jaakko Luttinen

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2010 – 2019

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2016
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Jaakko Luttinen:
BayesPy: Variational Bayesian Inference in Python. J. Mach. Learn. Res. 17: 41:1-41:6 (2016)
2014
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Jaakko Luttinen, Tapani Raiko, Alexander Ilin:
Linear State-Space Model with Time-Varying Dynamics. ECML/PKDD (2) 2014: 338-353
2013
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Jaakko Luttinen:
Fast Variational Bayesian Linear State-Space Model. ECML/PKDD (1) 2013: 305-320
2012
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Jaakko Luttinen, Alexander Ilin, Juha Karhunen:
Bayesian Robust PCA of Incomplete Data. Neural Process. Lett. 36(2): 189-202 (2012)
[c4]
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Jaakko Luttinen, Alexander Ilin:
Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling. AISTATS 2012: 741-750
2010
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Jaakko Luttinen, Alexander Ilin:
Transformations in variational Bayesian factor analysis to speed up learning. Neurocomputing 73(7-9): 1093-1102 (2010)

2000 – 2009

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2009
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Jaakko Luttinen, Alexander Ilin, Tapani Raiko:
Transformations for variational factor analysis to speed up learning. ESANN 2009
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Jaakko Luttinen, Alexander Ilin, Juha Karhunen:
Bayesian Robust PCA for Incomplete Data. ICA 2009: 66-73
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Jaakko Luttinen, Alexander Ilin:
Variational Gaussian-process factor analysis for modeling spatio-temporal data. NIPS 2009: 1177-1185

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