Luis G. Sánchez Giraldo

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 11

Top Topics

Temporal Difference

Image Classification

Top Venues

MLMI@MICCAI (2)

Comput. Intell. Neurosci.

Publications

Sania Eskandari, Janet Lumpp, Luis G. Sánchez Giraldo
Skin Lesion Segmentation Improved by Transformer-Based Networks with Inter-scale Dependency Modeling. MLMI@MICCAI (1) (2023)
Jhoan Keider Hoyos-Osorio, Luis G. Sánchez Giraldo
The Representation Jensen-Shannon Divergence. CoRR (2023)
Sania Eskandari, Janet Lumpp, Luis G. Sánchez Giraldo
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling. CoRR (2023)
Santiago Posso Murillo, Oscar Skean, Luis G. Sánchez Giraldo
Non-uniform Sampling-Based Breast Cancer Classification. MLMI@MICCAI (2) (2023)
Yantao Wei, Shujian Yu, Luis G. Sánchez Giraldo, José C. Príncipe
Multiscale principle of relevant information for hyperspectral image classification. Mach. Learn. 112 (4) (2023)
Joshua Bowren, Luis G. Sánchez Giraldo, Odelia Schwartz
Inference via Sparse Coding in a Hierarchical Vision Model. CoRR (2021)
Shujian Yu, Luis G. Sánchez Giraldo, José C. Príncipe
Information-Theoretic Methods in Deep Neural Networks: Recent Advances and Emerging Opportunities. IJCAI (2021)
Hassen Dhrif, Luis G. Sánchez Giraldo, Miroslav Kubat, Stefan Wuchty
A stable hybrid method for feature subset selection using particle swarm optimization with local search. GECCO (2019)
Hassen Dhrif, Luis G. Sánchez Giraldo, Miroslav Kubat, Stefan Wuchty
A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data. CoRR (2019)
Md Nasir Uddin Laskar, Luis G. Sánchez Giraldo, Odelia Schwartz
Correspondence of Deep Neural Networks and the Brain for Visual Textures. CoRR (2018)
Jihye Bae, Luis G. Sánchez Giraldo, Eric A. Pohlmeyer, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
Kernel Temporal Differences for Neural Decoding. Comput. Intell. Neurosci. 2015 (2015)
Jihye Bae, Luis G. Sánchez Giraldo, José C. Príncipe, Joseph T. Francis
Correntropy kernel temporal differences for reinforcement learning brain machine interfaces. IJCNN (2014)
Luis G. Sánchez Giraldo, José C. Príncipe
A reproducing kernel Hilbert space formulation of the principle of relevant information. MLSP (2011)
Jihye Bae, Luis G. Sánchez Giraldo, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
Stochastic kernel temporal difference for reinforcement learning. MLSP (2011)