Markus Harva

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