Publications

The electronic report series of CIS is archived here. Other publications can be found on the pages of individual researchers or research projects.

Electronic report series E

• Report E1: Kai Puolamäki, Jarkko Salojärvi, Eerika Savia, and Samuel Kaski, Discriminative MCMC. February 2006.

• Report E2: Arto Klami and Samuel Kaski, Generative Models That Discover Dependencies between Data Sets. April 2006.

• Report E3: Esa Alhoniemi, Antti Honkela, Krista Lagus, Jeremias Seppä, Paul Wagner, and Harri Valpola, Compact Modeling of Data Using Independent Variable Group Analysis. April 2006.

• Report E4: Tapani Raiko, Harri Valpola, Markus Harva, and Juha Karhunen, Building Blocks for Variational Bayesian Learning of Latent Variable Models. April 2006.

• Report E5: Jarkko Venna and Samuel Kaski, Nonlinear Dimensionality Reduction as Information Retrieval. September 2006.

• Report E6: Harri Valpola and Antti Honkela, Hyperparameter Adaptation in Variational Bayes for the Gamma Distribution. September 2006.

• Report E7: Jarkko Ylipaavalniemi, Eerika Savia, Ricardo Vigário, and Samuel Kaski, Functional Elements and Networks in fMRI. December 2006.

• Report E8: Teuvo Kohonen, Description of Input Patterns by Linear Mixtures of SOM Models. January 2007.

• Report E9: Lasse Lindqvist, Timo Honkela, and Mika Pantzar, Visualizing Practice Theory through a Simulation Model. January 2007.

• Report E10: Antti Honkela, Matti Tornio, Tapani Raiko, and Juha Karhunen, Natural Conjugate Gradient in Variational Inference. March 2007.

• Report E11: Samuel Kaski and Jaakko Peltonen, Learning from Relevant Tasks Only. May 2007.

• Report E13: Kai Puolamäki, Sami Hanhijärvi, and Gemma C. Garriga, An Approximation Ratio for Biclustering. December 2007.