Luis Gonzalo Sánchez Giraldo
Luis Gonzalo Sánchez Giraldo
Electrical and Computer Engineering, University of Kentucky
Verified email at - Homepage
Cited by
Cited by
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
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
Information theoretic shape matching
E Hasanbelliu, L Sanchez Giraldo, JC Principe
IEEE transactions on pattern analysis and machine intelligence 36 (12), 2436 …, 2014
Stimulus-and goal-oriented frameworks for understanding natural vision
MH Turner, LG Sanchez Giraldo, O Schwartz, F Rieke
Nature neuroscience, 2018
Information theoretic learning with infinitely divisible kernels
LG Sanchez Giraldo, JC Principe
ICLR 2013, 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
Correspondence of deep neural networks and the brain for visual textures
MNU Laskar, LG Sanchez Giraldo, O Schwartz
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
Integrating Flexible Normalization into Midlevel Representations of Deep Convolutional Neural Networks
LG Sánchez Giraldo, O Schwartz
Neural computation 31 (11), 2138-2176, 2019
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
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
Normalization and pooling in hierarchical models of natural images
LG Sanchez-Giraldo, MNU Laskar, O Schwartz
Current opinion in neurobiology 55, 65-72, 2019
Rate-distortion auto-encoders
LG Sanchez Giraldo, JC Principe
arXiv preprint arXiv:1312.7381, 2013
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
Kernel temporal differences for neural decoding
J Bae, LG Sanchez Giraldo, EA Pohlmeyer, JT Francis, JC Sanchez, ...
Computational intelligence and neuroscience 2015, 25, 2015
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
Weighted feature extraction with a functional data extension
LG Sánchez Giraldo, GC Domínguez
Neurocomputing 73 (10-12), 1760-1773, 2010
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
Deep neural networks capture texture sensitivity in V2
MNU Laskar, LGS Giraldo, O Schwartz
Journal of Vision 20 (7), 21-1, 2020
Group-Wise Point-Set Registration Based on Rényi's Second Order Entropy.
LG Sanchez Giraldo, E Hasanbelliu, M Rao, JC Principe
CVPR, 2454-2462, 2017
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