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Large scale multi-label learning using Gaussian processes |
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| Authors: | Panos Aristeidis Dellaportas Petros Titsias Michalis K. |
| Affiliation: | 1.Department of Statistical Science, University College London, London, UK ;2.Department of Statistics, Athens University of Economics and Business, Athens, Greece ;3.The Alan Turing Institute, London, UK ;4.Department of Informatics, Athens University of Economics and Business, Athens, Greece ; |
| Abstract: | Machine Learning - We introduce a Gaussian process latent factor model for multi-label classification that can capture correlations among class labels by using a small set of latent Gaussian... |
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