Articles (1): |
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Lopez-Paz D  and Schölkopf B (2013) The Randomized Dependence Coefficient
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Conference papers (4): |
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Lopez-Paz D , Hernandez-Lobato JM and Ghahramani Z (2013) Gaussian Process Vine Copulas for Multivariate Dependence
In: JMLR W&CP 28(2): Proceedings of The 30th International Conference on Machine Learning, (Ed) S Dasgupta and D McAllester, 30th International Conference on Machine Learning (ICML 2013), JMLR, 10-18.
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Lopez-Paz D , Hernandez-Lobato JM and Schölkopf B (2012) Semi-Supervised Domain Adaptation with Copulas
In: Advances in Neural Information Processing Systems 25, (Ed) P Bartlett, FCN Pereira, CJC. Burges, L Bottou and KQ Weinberger, 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), 674--682.
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Hernandez-Lobato JM , Lopez-Paz D and Gharhamani Z (2011) Expectation Propagation for the Estimation of Conditional Bivariate Copulas
NIPS 2011, Workshop on Copulas in Machine Learning, 2 pages.
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Lopez-Paz D and Hernandez-Lobato JM (2011) Transfer Learning with Copulas
NIPS 2011, Workshop on Copulas in Machine Learning, 2 pages.
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Posters (4): |
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Lopez-Paz D , Hernandez-Lobato JM and Ghahramani Z (2013): Gaussian Process Vine Copulas for Multivariate Dependence, International Conference on Machine Learning (ICML 2013), Atlanta, USA.
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Lopez-Paz D , Hernandez-Lobato JM and Schölkopf B (2012): Semi-Supervised Domain Adaptation with Copulas, Neural Information Processing Systems (NIPS 2012).
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Hernandez-Lobato JM , Lopez-Paz D and Gharhamani Z (2011): Expectation Propagation for the Estimation of Conditional Bivariate Copulas, Neural Information Processing Systems (NIPS 2011).
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Lopez-Paz D and Hernandez-Lobato JM (2011): Transfer Learning with Copulas, Neural Information Processing Systems (NIPS 2011).
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david.lopez
