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David Lopez-Paz
Position: PhD Student
Room no.: 226
Phone: +49 7071 601 542
Fax: +49 7071 601 552

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


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2014
Conference Papers
  • D. Lopez-Paz, S. Sra, A. Smola, Z. Ghahramani, B. Schölkopf (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, JMLR, 1359-1367, ICML 2014
Talks
2013
Conference Papers
  • D. Lopez-Paz, P. Hennig, B. Schölkopf (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, 1–9, 27th Annual Conference on Neural Information Processing Systems (NIPS 2013)
  • D. Lopez-Paz, JM. Hernandez-Lobato, Z. Ghahramani (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, JMLR, 10-18, ICML 2013
Posters
  • D. Lopez-Paz, JM. Hernandez-Lobato, Z. Ghahramani (2013). Gaussian Process Vine Copulas for Multivariate Dependence International Conference on Machine Learning (ICML 2013), State: accepted
Talks
2012
Conference Papers
  • D. Lopez-Paz, JM. Hernandez-Lobato, B. Schölkopf (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, Curran Associates Inc., 674–682, 26th Annual Conference on Neural Information Processing Systems (NIPS 2012)
Posters
2011
Conference Papers
  • JM. Hernandez-Lobato, D. Lopez-Paz, Z. Gharhamani (2011). Expectation Propagation for the Estimation of Conditional Bivariate Copulas 2 pages, NIPS 2011, Workshop on Copulas in Machine Learning
  • D. Lopez-Paz, JM. Hernandez-Lobato (2011). Transfer Learning with Copulas 2 pages, NIPS 2011, Workshop on Copulas in Machine Learning
Posters
  • JM. Hernandez-Lobato, D. Lopez-Paz, Z. Gharhamani (2011). Expectation Propagation for the Estimation of Conditional Bivariate Copulas