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Luis Gonzalo Sánchez Giraldo
Luis Gonzalo Sánchez Giraldo
Electrical and Computer Engineering, University of Kentucky
Bestätigte E-Mail-Adresse bei uky.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Measures of Entropy from Data Using Infinitely Divisible Kernels
LG Sanchez Giraldo, M Rao, JC Principe
Transactions on Information Theory 61 (1), 535-548, 2015
70*2015
Information theoretic shape matching
E Hasanbelliu, L Sanchez Giraldo, JC Principe
IEEE transactions on pattern analysis and machine intelligence 36 (12), 2436 …, 2014
602014
Multivariate Extension of Matrix-based Renyi's {\alpha}-order Entropy Functional
S Yu, LG Sanchez Giraldo, R Jenssen, JC Principe
arXiv preprint arXiv:1808.07912, 2018
49*2018
Stimulus-and goal-oriented frameworks for understanding natural vision
MH Turner, LG Sanchez Giraldo, O Schwartz, F Rieke
Nature neuroscience, 2018
342018
Information theoretic learning with infinitely divisible kernels
LG Sanchez Giraldo, JC Principe
ICLR 2013, 2013
25*2013
Acoustic speech analysis for hypernasality detection in children
G Castellanos, G Daza, L Sánchez, O Castrillón, J Suárez
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
232006
Introduction to Kernel PCA and other Spectral Methods Applied to Unsupervised Learning
LG Sánchez, GA Osorio, JF Suárez
Revista Colombiana de Estadística 31 (1), 19-40, 2008
20*2008
Correspondence of deep neural networks and the brain for visual textures
MNU Laskar, LG Sanchez Giraldo, O Schwartz
192018
Information-theoretic metric learning: 2-D linear projections of neural data for visualization
AJ Brockmeier, LG Sanchez Giraldo, MS Emigh, J Bae, JS Choi, ...
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual …, 2013
182013
A robust point matching algorithm for non-rigid registration using the cauchy-schwarz divergence
E Hasanbelliu, L Sanchez Giraldo, JC Príncipe
Machine Learning for Signal Processing (MLSP), 2011 IEEE International …, 2011
172011
Selección de características orientada a sistemas de reconocimiento de granos maduros de café.
GD Santacoloma, JFS Cifuentes, LG Sánchez
Scientia et technica 3 (35), 139-144, 2007
162007
Integrating Flexible Normalization into Midlevel Representations of Deep Convolutional Neural Networks
LG Sánchez Giraldo, O Schwartz
Neural computation 31 (11), 2138-2176, 2019
142019
Rate-distortion auto-encoders
LG Sanchez Giraldo, JC Principe
arXiv preprint arXiv:1312.7381, 2013
132013
Weighted feature extraction with a functional data extension
LG Sánchez Giraldo, GC Domínguez
Neurocomputing 73 (10-12), 1760-1773, 2010
132010
Normalization and pooling in hierarchical models of natural images
LG Sanchez-Giraldo, MNU Laskar, O Schwartz
Current opinion in neurobiology 55, 65-72, 2019
122019
Feature selection in pathology detection using hybrid multidimensional analysis
G Castellanos, E Delgado, G Daza, LG Sanchez, JF Suarez
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
122006
Stochastic kernel temporal difference for reinforcement learning
J Bae, L Sanchez Giraldo, P Chhatbar, J Francis, J Sanchez, J Principe
Machine Learning for Signal Processing (MLSP), 2011 IEEE International …, 2011
102011
A stable hybrid method for feature subset selection using particle swarm optimization with local search
H Dhrif, LG Sanchez Giraldo, M Kubat, S Wuchty
Proceedings of the Genetic and Evolutionary Computation Conference, 13-21, 2019
92019
Kernel temporal differences for neural decoding
J Bae, LG Sanchez Giraldo, EA Pohlmeyer, JT Francis, JC Sanchez, ...
Computational intelligence and neuroscience 2015, 25, 2015
92015
Sistema de adquisición de imágenes de rango con base en estéreo-activo
A SALAZAR, LG SANCHEZ, F PRIETO
Dyna 74 (153), 301-311, 2007
92007
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