Jaakko Luttinen

According to our database, Jaakko Luttinen authored at least 8 papers between 2009 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2016

BayesPy: Variational Bayesian Inference in Python.

Jaakko Luttinen

J. Mach. Learn. Res., 2016

2014

Linear State-Space Model with Time-Varying Dynamics.

Jaakko Luttinen, Tapani Raiko, Alexander Ilin

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013

Fast Variational Bayesian Linear State-Space Model.

Jaakko Luttinen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012

Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling.

Jaakko Luttinen, Alexander Ilin

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2010

Transformations in variational Bayesian factor analysis to speed up learning.

Jaakko Luttinen, Alexander Ilin

Neurocomputing, 2010

2009

Variational Gaussian-process factor analysis for modeling spatio-temporal data.

Jaakko Luttinen, Alexander Ilin

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Bayesian Robust PCA for Incomplete Data.

Jaakko Luttinen, Alexander Ilin, Juha Karhunen

Proceedings of the Independent Component Analysis and Signal Separation, 2009

Transformations for variational factor analysis to speed up learning.

Jaakko Luttinen, Alexander Ilin, Tapani Raiko

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009