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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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2015
Articles
Conference Papers
2014
Articles
  • N. Altobelli, D. Lopez-Paz, S. Pilorz, Spilker; lJ., R. Morishima, Brooks S., Leyrat C., Deau E., Edgington S., Flandes A. (2014). Two numerical models designed to reproduce Saturn ring temperatures as measured by Cassini-CIRS Icarus, 238, (0), 205 - 220
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, 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
  • 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)
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