Luis Gonzalo Sánchez Giraldo

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 10

Top Topics

Convolutional Neural Networks

Information Theoretic

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Inf. Theory

Publications

Benjamin Colburn, José C. Príncipe, Luis Gonzalo Sánchez Giraldo
An Alternate View on Optimal Filtering in an RKHS. CoRR (2023)
Oscar Skean, Jhoan Keider Hoyos Osorio, Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo
DiME: Maximizing Mutual Information by a Difference of Matrix-Based Entropies. CoRR (2023)
Oscar Skean, Aayush Dhakal, Nathan Jacobs, Luis Gonzalo Sánchez Giraldo
FroSSL: Frobenius Norm Minimization for Self-Supervised Learning. CoRR (2023)
Jhoan Keider Hoyos Osorio, Oscar Skean, Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo
The Representation Jensen-Rényi Divergence. ICASSP (2022)
Jhoan Keider Hoyos Osorio, Oscar Skean, Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo
The Representation Jensen-Rényi Divergence. CoRR (2021)
Shujian Yu, Luis Gonzalo Sánchez Giraldo, Robert Jenssen, José C. Príncipe
Multivariate Extension of Matrix-Based Rényi's $\alpha$α-Order Entropy Functional. IEEE Trans. Pattern Anal. Mach. Intell. 42 (11) (2020)
Luis Gonzalo Sánchez Giraldo, Odelia Schwartz
Integrating Flexible Normalization into Midlevel Representations of Deep Convolutional Neural Networks. Neural Comput. 31 (11) (2019)
Luis Gonzalo Sánchez Giraldo, Odelia Schwartz
Integrating Flexible Normalization into Mid-Level Representations of Deep Convolutional Neural Networks. CoRR (2018)
Shujian Yu, Luis Gonzalo Sánchez Giraldo, Robert Jenssen, José C. Príncipe
Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional. CoRR (2018)
Luis Gonzalo Sánchez Giraldo, Erion Hasanbelliu, Murali Rao, José C. Príncipe
Group-Wise Point-Set Registration Based on Rényi's Second Order Entropy. CVPR (2017)
Luis Gonzalo Sánchez Giraldo, Murali Rao, José C. Príncipe
Measures of Entropy From Data Using Infinitely Divisible Kernels. IEEE Trans. Inf. Theory 61 (1) (2015)
Luis Gonzalo Sánchez Giraldo, José C. Príncipe
Rate-Distortion Auto-Encoders. ICLR (Workshop Poster) (2014)
Austin J. Brockmeier, Eder Santana, Luis Gonzalo Sánchez Giraldo, José C. Príncipe
Projentropy: Using entropy to optimize spatial projections. ICASSP (2014)
Erion Hasanbelliu, Luis Gonzalo Sánchez Giraldo, José Carlos Príncipe
Information Theoretic Shape Matching. IEEE Trans. Pattern Anal. Mach. Intell. 36 (12) (2014)
Luis Gonzalo Sánchez Giraldo, José C. Príncipe
Information Theoretic Learning with Infinitely Divisible Kernels ICLR (2013)
Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo, Matthew S. Emigh, Jihye Bae, John S. Choi, Joseph T. Francis, José C. Príncipe
Information-theoretic metric learning: 2-D linear projections of neural data for visualization. EMBC (2013)
Jihye Bae, Luis Gonzalo Sánchez Giraldo, Eric A. Pohlmeyer, Justin C. Sanchez, José C. Príncipe
A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces. EMBC (2013)
Luis Gonzalo Sánchez Giraldo, Murali Rao, José C. Príncipe
Measures of Entropy from Data Using Infinitely Divisible Kernels CoRR (2012)
Luis Gonzalo Sánchez Giraldo, José Carlos Príncipe
An efficient rank-deficient computation of the Principle of Relevant Information. ICASSP (2011)
Erion Hasanbelliu, Luis Gonzalo Sánchez Giraldo, José C. Príncipe
A robust point matching algorithm for non-rigid registration using the Cauchy-Schwarz divergence. MLSP (2011)
Luis Gonzalo Sánchez Giraldo, Germán Castellanos-Domínguez
Weighted feature extraction with a functional data extension. Neurocomputing 73 (10-12) (2010)
Erion Hasanbelliu, Luis Gonzalo Sánchez Giraldo, José C. Príncipe
A Recursive Online Kernel PCA Algorithm. ICPR (2010)
Luis Gonzalo Sánchez Giraldo, Fernando Martínez Tabares, Germán Castellanos-Domínguez
Functional Feature Selection by Weighted Projections in Pathological Voice Detection. CIARP (2009)