Deep models under the GAN: information leakage from collaborative deep learning B Hitaj, G Ateniese, F Perez-Cruz Proceedings of the 2017 ACM SIGSAC conference on computer and communications …, 2017 | 1515 | 2017 |
Kullback-Leibler divergence estimation of continuous distributions F Pérez-Cruz 2008 IEEE international symposium on information theory, 1666-1670, 2008 | 416 | 2008 |
SVM multiregression for nonlinear channel estimation in multiple-input multiple-output systems M Sánchez-Fernández, M de-Prado-Cumplido, J Arenas-García, ... IEEE transactions on signal processing 52 (8), 2298-2307, 2004 | 327 | 2004 |
Multioutput support vector regression for remote sensing biophysical parameter estimation D Tuia, J Verrelst, L Alonso, F Pérez-Cruz, G Camps-Valls IEEE Geoscience and Remote Sensing Letters 8 (4), 804-808, 2011 | 317 | 2011 |
Passgan: A deep learning approach for password guessing B Hitaj, P Gasti, G Ateniese, F Perez-Cruz Applied Cryptography and Network Security: 17th International Conference …, 2019 | 304 | 2019 |
Wireless RSSI fingerprinting localization S Yiu, M Dashti, H Claussen, F Perez-Cruz Signal Processing 131, 235-244, 2017 | 247 | 2017 |
Methods for feature selection in a learning machine JAE Weston, A Elisseeff, B Schoelkopf, F Pérez-Cruz US Patent 7,318,051, 2008 | 230 | 2008 |
MIMO Gaussian channels with arbitrary inputs: Optimal precoding and power allocation F Pérez-Cruz, MRD Rodrigues, S Verdú IEEE Transactions on Information Theory 56 (3), 1070-1084, 2010 | 220 | 2010 |
Expectation propagation detection for high-order high-dimensional MIMO systems J Cespedes, PM Olmos, M Sánchez-Fernández, F Perez-Cruz IEEE Transactions on Communications 62 (8), 2840-2849, 2014 | 206 | 2014 |
Gaussian processes for nonlinear signal processing: An overview of recent advances F Pérez-Cruz, S Van Vaerenbergh, JJ Murillo-Fuentes, M Lázaro-Gredilla, ... IEEE Signal Processing Magazine 30 (4), 40-50, 2013 | 185 | 2013 |
Joint source and channel coding M Fresia, F Peréz-Cruz, HV Poor, S Verdú IEEE Signal Processing Magazine 27 (6), 104-113, 2010 | 165 | 2010 |
Multi-dimensional function approximation and regression estimation F Pérez-Cruz, G Camps-Valls, E Soria-Olivas, JJ Pérez-Ruixo, ... International conference on artificial neural networks, 757-762, 2002 | 152 | 2002 |
Kernel methods and their potential use in signal processing F Pérez-Cruz, O Bousquet IEEE signal processing magazine 21 (3), 57-65, 2004 | 148 | 2004 |
Estimating GARCH models using support vector machines F Pérez-Cruz, JA Afonso-Rodriguez, J Giner Quantitative Finance 3 (3), 163, 2003 | 143 | 2003 |
Feature selection and transduction for prediction of molecular bioactivity for drug design J Weston, F Perez-Cruz, O Bousquet, O Chapelle, A Elisseeff, B Schölkopf Bioinformatics 19 (6), 764-771, 2003 | 136 | 2003 |
An IRWLS procedure for SVR F Pérez-Cruz, A Navia-Vázquez, PL Alarcón-Diana, A Artés-Rodríguez 2000 10th European Signal Processing Conference, 1-4, 2000 | 102 | 2000 |
Machine learning and data mining: strategies for hypothesis generation MA Oquendo, E Baca-Garcia, A Artes-Rodriguez, F Perez-Cruz, ... Molecular psychiatry 17 (10), 956-959, 2012 | 98 | 2012 |
Estimation of information theoretic measures for continuous random variables F Pérez-Cruz Advances in neural information processing systems 21, 2008 | 93 | 2008 |
Weighted least squares training of support vector classifiers leading to compact and adaptive schemes A Navia-Vazquez, F Pérez-Cruz, A Artes-Rodriguez, AR Figueiras-Vidal IEEE Transactions on Neural Networks 12 (5), 1047-1059, 2001 | 93 | 2001 |
Comunicaciones digitales AA Rodríguez, FP González, JC Sueiro, RL Valcarce, CM Nartallo, ... Pearson, 2007 | 76 | 2007 |