Transformations for variational factor analysis to speed up learning. - Jaakko Luttinen; Alexander Ilin; Tapani Raiko (ESANN, 2009)

Bayesian Robust PCA for Incomplete Data. - Jaakko Luttinen; Alexander Ilin; Juha Karhunen (ICA, 2009)

Variational Gaussian-process factor analysis for modeling spatio-temporal data. - Jaakko Luttinen; Alexander Ilin (NIPS, 2009)

Transformations in variational Bayesian factor analysis to speed up learning. - Jaakko Luttinen; Alexander Ilin (Neurocomputing, 2010)

Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling. - Jaakko Luttinen; Alexander Ilin (AISTATS, 2012)

Fast Variational Bayesian Linear State-Space Model. - Jaakko Luttinen (ECML/PKDD (1), 2013)

Linear State-Space Model with Time-Varying Dynamics. - Jaakko Luttinen; Tapani Raiko; Alexander Ilin (ECML/PKDD (2), 2014)

BayesPy: Variational Bayesian Inference in Python. - Jaakko Luttinen (J. Mach. Learn. Res., 2016)