CNEL Alumnus: Luis Sanchez Giraldo


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About Me

I am a PhD student in electrical engineering at University of Florida. My advisor is Professor Jose Principe
 
My Research Interests

Broad interests encompass machine learning and multivariate analysis. Main topics of interest are latent variable models for dimensionality reduction and kernel methods in information theoretic learning.
 
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CNEL Papers
Dissertation
1LUIS GONZALO SÁNCHEZ GIRALDO,"REPRODUCING KERNEL HILBERT SPACE METHODS FOR INFORMATION THEORETIC LEARNING", Dec. 2012, University of Florida.(author PDF)
 
Journal Papers
1Erion Hasanbelliu, Luis Sanchez Giraldo, Jose C. Principe, "Information Theoretic Shape Matching", Trans. on Pattern Analysis and Machine Intelligence, Vol. 36, No. 12, pp. 2436-2451, Dec. 2014,DOI:10.1109/TPAMI.2014.2324585
 
Conference Papers
1Jihye Bae, Luis G. Sanchez Giraldo, Eric A. Pohlmeyer, Justin Sanchez, Jose Principe, "A New Method of Concurrently Visualizing States, Values, and Actions in Reinforcement based Brain Machine Interfaces," EMBC.(Accepted) (author PDF)
2Jihye Bae, Luis G. Sanchez Giraldo, Joseph T. Francis, Jose C. Principe, "Correntropy Kernel Temporal Differences for Reinforcement Learning Brain Machine Interfaces," EMBS-NE.(Accepted) (author PDF)
3Austin J. Brockmeier, Eder Santanna, Luis G. Sanchez Giraldo, and Jose C. Principe, "Projentropy: Using entropy to optimize spatial projections", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 4538-4542, May 2014,DOI:10.1109/ICASSP.2014.6854461 (author PDF)
4Austin J. Brockmeier, Luis G. Sanchez Giraldo, John S. Choi, Joseph T. Francis, and Jose C. Principe, "Learning Multiscale Neural Metrics via Entropy Minimization", EMBC, pp. 247-250, Nov. 2013,DOI:10.1109/NER.2013.6695918 (author PDF)
5Evan Kriminger, Austin Brockmeier, Luis Giraldo Sanchez, Jose Principe, "Metric Learning for Invariant Feature Generation in Reinforcement Learning", Multidisciplinary Conference on Reinforcement Learning and Decision Making, pp. 68-72, 2013 (author PDF)
6Jihye Bae, Luis Sanchez Giraldo, Pratik Chhatbar, Joseph Francis, Justin Sanchez, Jose Principe, "STOCHASTIC KERNEL TEMPORAL DIFFERENCE FOR REINFORCEMENT LEARNING", MLSP, pp. 1-6, 2011,DOI:10.1109/MLSP.2011.6064634 (author PDF)
 

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