Hierarchical models of variance sources. - Harri Valpola; Markus Harva; Juha Karhunen (Signal Process., 2004)

A variational Bayesian method for rectified factor analysis. - Markus Harva; Ata Kabán (IJCNN, 2005)

Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework. - Markus Harva; Tapani Raiko; Antti Honkela; Harri Valpola; Juha Karhunen (UAI, 2005)

A Variational EM Approach to Predicting Uncertainty in Supervised Learning. - Markus Harva (IJCNN, 2006)

Building Blocks for Variational Bayesian Learning of Latent Variable Models. - Tapani Raiko; Harri Valpola; Markus Harva; Juha Karhunen (J. Mach. Learn. Res., 2007)

A variational EM approach to predictive uncertainty. - Markus Harva (Neural Networks, 2007)

Variational learning for rectified factor analysis. - Markus Harva; Ata Kabán (Signal Process., 2007)

Bayesian estimation of time delays between unevenly sampled signals. - Markus Harva; Somak Raychaudhury (Neurocomputing, 2008)

Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application. - Juan Carlos Cuevas-Tello; Peter Tiño; Somak Raychaudhury; Xin Yao 001; Markus Harva (Pattern Recognit., 2010)