publications

J. Hernandez, Z. Harchaoui and F. De la Torre.
Within-group Sparse Regularization for Supervised Learning. In preparation for submission to Conference on Computer Vision and Pattern Recognition (CVPR-2010)

R.Thurston, J. Hernandez, J. Del Rio and F. De la Torre.
Support Vector Machines to improve physiologic hot flash measures: Applications to the ambulatory setting. Accepted for publication in International Journal of the Society for Psychophysiological Research (SPR-2011)

R.Thurston, K.Karen, J. Hernandez and F. De la Torre.
Improving the performance of physiologic hot flash measures with Support Vector Machines. Published in International Journal of the Society for Psychophysiological Research (SPR-09) [pdf]. Invited poster presentation in American Federation for Aging Research Annual Meeting (AFAR-09)


awards

Invited to Google 2010 GRAD CS Forum

Caja Madrid Scholarship for graduate studies 2010-2011

Caja Madrid Scholarship for graduate studies 2009-2010

Caja Espana Scholarship for graduate studies 2009-2010 (renounced)

Best poster award: J. Hernandez and T. Simon. Reading Faces with Conditional Random Fields. Carnegie Mellon Machine Learning Class - Spring 2009 [pdf]