Luis Gonzalo Sánchez Giraldo

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jose principeprofessor of ECE, U. of FloridaVerified email at cnel.ufl.edu
Odelia SchwartzComputer Science, University of MiamiVerified email at cs.miami.edu
Genaro Daza SantacolomaAngioHealthVerified email at angiohealth.com.co
Austin J. BrockmeierUniversity of DelawareVerified email at udel.edu
Jihye BaeAssistant Professor in ECE, University of KentuckyVerified email at uky.edu
Shujian YuVrije Universiteit Amsterdam; UiT - The Arctic University of Norway; U. of Florida (former)Verified email at vu.nl
Joseph T. FrancisProfessor of BME, U. of HoustonVerified email at central.uh.edu
Augusto SalazarUniversidad de AntioquiaVerified email at udea.edu.co
Md Nasir Uddin LaskarStaff Machine Learning Engineer, Walmart Global TechVerified email at cs.miami.edu
Justin C. SanchezDARPAVerified email at darpa.mil
Robert JenssenVisual Intelligence, UiT The Arctic University of Norway & Norw. Comp. Center & P1 Centre AI, UCPHVerified email at uit.no
Germán A Osorio-ZuluagaUniversidad Nacional de ColombiaVerified email at unal.edu.co
Edilson Delgado-TrejosInstituto Tecnológico Metropolitano -ITMVerified email at itm.edu.co
G. Castellanos-DominguezUniversidad Nacional de ColombiaVerified email at unal.edu.co
Fred RiekeProfessor, Physiology and Biophysics and HHMI, University of WashingtonVerified email at uw.edu
Maxwell H. TurnerSUNY AlbanyVerified email at albany.edu
Oscar SkeanPhD Student, University of KentuckyVerified email at uky.edu
Stefan WuchtyUniversity of MiamiVerified email at cs.miami.edu
Hassen DhrifAmazonVerified email at miami.edu
Flavio Augusto Prieto OrtizUniversidad Nacional de ColombiaVerified email at unal.edu.co

Luis Gonzalo Sánchez Giraldo

Electrical and Computer Engineering, University of Kentucky

Verified email at uky.edu - Homepage

Machine learning Information Theory Signal processing


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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	127*	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	93*	2018
Information theoretic shape matching E Hasanbelliu, L Sanchez Giraldo, JC Principe IEEE transactions on pattern analysis and machine intelligence 36 (12), 2436 …, 2014	68	2014
Stimulus-and goal-oriented frameworks for understanding natural vision MH Turner, LG Sanchez Giraldo, O Schwartz, F Rieke Nature neuroscience, 2018	64	2018
Information theoretic learning with infinitely divisible kernels LG Sanchez Giraldo, JC Principe ICLR 2013, 2013	30*	2013
Correspondence of deep neural networks and the brain for visual textures MNU Laskar, LG Sanchez Giraldo, O Schwartz	26	2018
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	24	2006
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
Normalization and pooling in hierarchical models of natural images LG Sanchez-Giraldo, MNU Laskar, O Schwartz Current opinion in neurobiology 55, 65-72, 2019	19	2019
Information-Theoretic Methods in Deep Neural Networks: Recent Advances and Emerging Opportunities. S Yu, LGS Giraldo, JC Príncipe IJCAI, 4669-4678, 2021	18	2021
Integrating Flexible Normalization into Midlevel Representations of Deep Convolutional Neural Networks LG Sánchez Giraldo, O Schwartz Neural computation 31 (11), 2138-2176, 2019	18	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	18	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	18	2011
Rate-distortion auto-encoders LG Sanchez Giraldo, JC Principe arXiv preprint arXiv:1312.7381, 2013	17	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	17	2007
Deep neural networks capture texture sensitivity in V2 MNU Laskar, LGS Giraldo, O Schwartz Journal of Vision 20 (7), 21-1, 2020	16	2020
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	15	2006
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	14	2011
Kernel temporal differences for neural decoding J Bae, LG Sanchez Giraldo, EA Pohlmeyer, JT Francis, JC Sanchez, ... Computational intelligence and neuroscience 2015, 25, 2015	13	2015
Weighted feature extraction with a functional data extension LG Sánchez Giraldo, GC Domínguez Neurocomputing 73 (10-12), 1760-1773, 2010	13	2010

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