Markus Harva

Publication Activity (10 Years)

Years Active: 2004-2012
Publications (10 Years): 0

Top Topics

Variational Bayesian

Building Blocks

Top Venues

Publications

Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, Juha Karhunen
Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework CoRR (2012)
Juan C. Cuevas-Tello, Peter Tiño, Somak Raychaudhury, Xin Yao, Markus Harva
Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application. Pattern Recognit. 43 (3) (2010)
Juan C. Cuevas-Tello, Peter Tiño, Somak Raychaudhury, Xin Yao, Markus Harva
Uncovering delayed patterns in noisy and irregularly sampled time series: an astronomy application CoRR (2009)
Markus Harva, Somak Raychaudhury
Bayesian estimation of time delays between unevenly sampled signals. Neurocomputing 72 (1-3) (2008)
Tapani Raiko, Harri Valpola, Markus Harva, Juha Karhunen
Building Blocks for Variational Bayesian Learning of Latent Variable Models. J. Mach. Learn. Res. 8 (2007)
Markus Harva
A variational EM approach to predictive uncertainty. Neural Networks 20 (4) (2007)
Markus Harva, Ata Kabán
Variational learning for rectified factor analysis. Signal Process. 87 (3) (2007)
Markus Harva
A Variational EM Approach to Predicting Uncertainty in Supervised Learning. IJCNN (2006)
Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, Juha Karhunen
Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework. UAI (2005)
Harri Valpola, Markus Harva, Juha Karhunen
Hierarchical models of variance sources. Signal Process. 84 (2) (2004)