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David Lopez-Paz

Address: Spemannstr. 38
72076 Tübingen
Room number: 226
Phone: +49 7071 601 542
Fax: +49 7071 601 552
E-Mail: david.lopez
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David Lopez-Paz

Position: PhD Student  Unit: Schölkopf

For updated information on my research, please visit my homepage.

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Conference papers (6):

Lopez-Paz D Person, Sra S Person, Smola A , Ghahramani Z and Schölkopf B Person (2014) Randomized Nonlinear Component Analysis In: Proceedings of the 31st International Conference on Machine Learning, W&CP 32 (1), (Ed) Eric P. Xing and Tony Jebara, ICML 2014, JMLR, 1359-1367.
Lopez-Paz D Person, Hernandez-Lobato JM and Ghahramani Z (2013) Gaussian Process Vine Copulas for Multivariate Dependence In: Proceedings of the 30th International Conference on Machine Learning, W&CP 28(2), (Ed) S Dasgupta and D McAllester, ICML 2013, JMLR, 10-18.
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Lopez-Paz D Person, Hennig P Person and Schölkopf B Person (2013) The Randomized Dependence Coefficient In: Advances in Neural Information Processing Systems 26, (Ed) C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani and K.Q. Weinberger, 27th Annual Conference on Neural Information Processing Systems (NIPS 2013), 1--9.
Lopez-Paz D Person, Hernandez-Lobato JM and Schölkopf B Person (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), Curran Associates Inc., 674--682.
Hernandez-Lobato JM , Lopez-Paz D Person and Gharhamani Z (2011) Expectation Propagation for the Estimation of Conditional Bivariate Copulas NIPS 2011, Workshop on Copulas in Machine Learning, 2 pages.
Lopez-Paz D Person and Hernandez-Lobato JM (2011) Transfer Learning with Copulas NIPS 2011, Workshop on Copulas in Machine Learning, 2 pages.

Posters (5):

Lopez-Paz D Person, Hennig P Person and Schölkopf B Person (2013): The Randomized Dependence Coefficient, Neural Information Processing Systems (NIPS 2013).
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Lopez-Paz D Person, 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 Person, Hernandez-Lobato JM and Schölkopf B Person (2012): Semi-Supervised Domain Adaptation with Copulas, Neural Information Processing Systems (NIPS 2012).
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Hernandez-Lobato JM , Lopez-Paz D Person 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 Person and Hernandez-Lobato JM (2011): Transfer Learning with Copulas, Neural Information Processing Systems (NIPS 2011).
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Talks (2):

Lopez-Paz D Person (2014): The Randomized Dependence Coefficient (UC Berkeley, MSKCC, MIT, Harvard, 2013).
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Lopez-Paz D Person and Duvenaud D (2013): Random Projections (Computational and Biological Learning Lab, University of Cambridge, 2013).
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