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Research homepage of Michael U. Gutmann, University of Edinburgh. Research topics include machine learning, approximate Bayesian inference, experimental design, energy-based models.
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M Gutmann, A Hyvärinen. Proceedings of the thirteenth international conference on artificial …. , 2010. 2486. 2010. Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics. MU Gutmann, A Hyvärinen. Journal of machine learning research 13 (2) , 2012.
Michael Gutmann is a senior lecturer in machine learning in the Institute for Adaptive and Neural Computation at the School of Informatics. He previously worked at the Department of Mathematics and Statistics, and the Department of Computer Science at the University of Helsinki and Aalto University in Helsinki, Finland.
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Michael Gutmann. Position. Senior Lecturer in Machine Learning. Roles. Member of Institute for Adaptive and Neural Computation. Cohort Lead of MSC (Artificial Intelligence) Deputy Director of Biomedical AI CDT 2019-2027. Honours project supervision of Standard allocation.
Michael GUTMANN | Cited by 3,270 | of The University of Edinburgh, Edinburgh (UoE) | Read 54 publications | Contact Michael GUTMANN