Markus Harva

According to our database, Markus Harva authored at least 9 papers between 2004 and 2010.

Collaborative distances:

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

2010

Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application.

Juan Carlos Cuevas-Tello, Peter Tiño, Somak Raychaudhury, Xin Yao, Markus Harva

Pattern Recognit., 2010

2008

Bayesian estimation of time delays between unevenly sampled signals.

Markus Harva, Somak Raychaudhury

Neurocomputing, 2008

2007

Variational learning for rectified factor analysis.

Markus Harva, Ata Kabán

Signal Process., 2007

A variational EM approach to predictive uncertainty.

Markus Harva

Neural Networks, 2007

Building Blocks for Variational Bayesian Learning of Latent Variable Models.

Tapani Raiko, Harri Valpola, Markus Harva, Juha Karhunen

J. Mach. Learn. Res., 2007

2006

A Variational EM Approach to Predicting Uncertainty in Supervised Learning.

Markus Harva

Proceedings of the International Joint Conference on Neural Networks, 2006

2005

Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework.

Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, Juha Karhunen

Proceedings of the UAI '05, 2005

A variational Bayesian method for rectified factor analysis.

Markus Harva, Ata Kabán

Proceedings of the IEEE International Joint Conference on Neural Networks, 2005

2004

Hierarchical models of variance sources.

Harri Valpola, Markus Harva, Juha Karhunen

Signal Process., 2004