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Training Restricted Boltzmann Machines on Word Observations. Dahl, GE, Adams RP, Larochelle H.  Proceedings of the 29th International Conference on Machine Learning. 2012.   { arXiv:1202.5695 [cs.LG] | PDF | Google Scholar | BibTex }
Tracking Progression of Patient State of Health in Critical Care Using Inferred Shared Dynamics in Physiological Time Series. Lehman, L-wei, Nemati S, Adams RP, Moody G, Malhotra A, Mark R.  Proceedings of the 35th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). 2013.   { PDF | Google Scholar | BibTex }
On Nonparametric Guidance for Learning Autoencoder Representations. Snoek, J, Adams RP, Larochelle H.  Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS). 2012.   { arXiv:1102.1492v4 [stat.ML] | PDF | Code | Google Scholar | BibTex }
Learning Outcome-Discriminative Dynamics in Multivariate Physiological Cohort Time Series. Nemati, S, Lehman L-wei, Adams RP.  Proceedings of the 35th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) . 2013.   { PDF | Google Scholar | BibTex }