CNEL Papers |
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Dissertation |
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1 | LUIS GONZALO SÁNCHEZ GIRALDO,"REPRODUCING KERNEL HILBERT SPACE METHODS FOR INFORMATION THEORETIC LEARNING", Dec. 2012, University of Florida.(author PDF) | | Journal Papers |
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1 | Shujian Yu, Luis Gonzalo Sanchez Giraldo, Robert Jenssen, Jose C. Principe, "Multivariate Extension of Matrix-based Renyi's \alpha-order Entropy Functional", Trans. on Pattern Analysis and Machine Intelligence, Vol. , No. , pp. -, Aug. 2019,DOI:10.1109/TPAMI.2019.2932976 | 2 | Erion 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 |
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1 | Jihye 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) | 2 | Jihye 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) | 3 | Austin 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) | 4 | Austin 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) | 5 | Evan 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) | 6 | Jihye 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) | | |