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AI and Machine Consciousness --- Proceedings of the 13th Finnish Artificial Intelligence Conference STeP 2008

, , and (Eds.) Espoo, Finland, (2008)

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Logical Hidden Markov Models., , and . J. Artif. Intell. Res., (2006)Semi-supervised detection of collective anomalies with an application in high energy particle physics., , , , , and . IJCNN, page 1-8. IEEE, (2012)Variational Bayesian learning of nonlinear hidden state-space models for model predictive control., and . Neurocomputing, 72 (16-18): 3704-3712 (2009)How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks., , , , and . CoRR, (2016)Techniques for Learning Binary Stochastic Feedforward Neural Networks., , , and . ICLR (Poster), (2015)Nonlinear Relational Markov Networks with an Application to the Game of Go.. ICANN (2), volume 3697 of Lecture Notes in Computer Science, page 989-996. Springer, (2005)Practical Approaches to Principal Component Analysis in the Presence of Missing Values., and . J. Mach. Learn. Res., (2010)Ladder Variational Autoencoders., , , , and . NIPS, page 3738-3746. (2016)A gradient-based algorithm competitive with variational Bayesian EM for mixture of Gaussians., , , and . IJCNN, page 1688-1695. IEEE Computer Society, (2009)Controlling Self-Organization and Handling Missing Values in SOM and GTM., , , , and . WSOM, volume 198 of Advances in Intelligent Systems and Computing, page 55-64. Springer, (2012)