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1. michaelgutmann.github.ioMichael Gutmann

   michaelgutmann.github.io

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   Michael Gutmann. Senior Lecturer (Associate Professor) in Machine Learning. I am a Senior Lecturer in Machine Learning at the School of Informatics of the University of Edinburgh, affiliated with the Institute for Adaptive & Neural Computation.

   • Michael Gutmann

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     Accessibility statement This website is run by Michael...

   • gutmann12a.dvi

     The idea is to consider Z, or c = ln1Z , not any more as a...

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3. scholar.google.com.sg › citations‪Michael U. Gutmann‬ - ‪Google Scholar‬

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   Michael U. Gutmann. Proceedings of the thirteenth international conference on artificial …. Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics. B Li, SM Clohisey, BS Chia, B Wang, A Cui, T Eisenhaure, LD Schweitzer, ...

4. www.research.ed.ac.uk › en › personsMichael Gutmann — University of Edinburgh Research Explorer

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   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.

5. proceedings.mlr.press › v9 › gutmann10aNoise-contrastive estimation: A new estimation principle for ...

   proceedings.mlr.press › v9 › gutmann10a

   1 Introduction. Estimation of unnormalized parameterized statistical models is a computationally difficult problem. Here, we propose a new principle for estimating such models. 13th Appearing in Proceedings of the International Con-ference on Artificial Intelligence and Statistics (AISTATS) 2010, Chia Laguna Resort, Sardinia, Italy.

   • File Size: 618KB
   • Author: Michael Gutmann, Aapo Hyvärinen

   • Page Count: 8
   • Publish Year: 2010

6. www.inf.ed.ac.uk › people › staffMichael Gutmann - School of Informatics, University of Edinburgh

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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.