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All publications by Harri Valpola
authors venues years



Semi-supervised Learning with Ladder Networks
Antti Rasmus, Mathias Berglund, Mikko Honkala, Harri Valpola and Tapani Raiko
Advances in Neural Information Processing Systems 28, 2015


Deep Learning Made Easier by Linear Transformations in Perceptrons
Tapani Raiko, Harri Valpola and Yann Lecun
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Building Blocks for Variational Bayesian Learning of Latent Variable Models
Tapani Raiko, Harri Valpola, Markus Harva and Juha Karhunen
Journal of Machine Learning Research, 2007


Denoising Source Separation
Jaakko Särelä and Harri Valpola
Journal of Machine Learning Research, 2005


Unsupervised Variational Bayesian Learning of Nonlinear Models
Antti Honkela and Harri Valpola
Advances in Neural Information Processing Systems 17, 2004