Luis G. Sánchez Giraldo

15 papers A* 1A 1B 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Semantic Reconstruction from Fnirs Using Recurrent Neural Networks.
ISBI
Santiago Posso Murillo, Luis G. Sánchez Giraldo, Jihye Bae
2023 J jnl
Multiscale principle of relevant information for hyperspectral image classification.
Mach. Learn.
Yantao Wei, Shujian Yu, Luis G. Sánchez Giraldo, José C. Príncipe
2023 — conf
Non-uniform Sampling-Based Breast Cancer Classification.
MLMI@MICCAI (2)
Santiago Posso Murillo, Oscar Skean, Luis G. Sánchez Giraldo
2023 — conf
Skin Lesion Segmentation Improved by Transformer-Based Networks with Inter-scale Dependency Modeling.
MLMI@MICCAI (1)
Sania Eskandari, Janet Lumpp, Luis G. Sánchez Giraldo
2023 J jnl
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling.
CoRR
Sania Eskandari, Janet Lumpp, Luis G. Sánchez Giraldo
2023 J jnl
The Representation Jensen-Shannon Divergence.
CoRR
Jhoan Keider Hoyos-Osorio, Luis G. Sánchez Giraldo
2021 J jnl
Inference via Sparse Coding in a Hierarchical Vision Model.
CoRR
Joshua Bowren, Luis G. Sánchez Giraldo, Odelia Schwartz
2021 A* conf
Information-Theoretic Methods in Deep Neural Networks: Recent Advances and Emerging Opportunities.
IJCAI
Shujian Yu, Luis G. Sánchez Giraldo, José C. Príncipe
2019 J jnl
A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data.
CoRR
Hassen Dhrif, Luis G. Sánchez Giraldo, Miroslav Kubat, Stefan Wuchty
2019 A conf
A stable hybrid method for feature subset selection using particle swarm optimization with local search.
GECCO
Hassen Dhrif, Luis G. Sánchez Giraldo, Miroslav Kubat, Stefan Wuchty
2018 J jnl
Correspondence of Deep Neural Networks and the Brain for Visual Textures.
CoRR
Md Nasir Uddin Laskar, Luis G. Sánchez Giraldo, Odelia Schwartz
2015 J jnl
Kernel Temporal Differences for Neural Decoding.
Comput. Intell. Neurosci.
Jihye Bae, Luis G. Sánchez Giraldo, Eric A. Pohlmeyer, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
2014 B conf
Correntropy kernel temporal differences for reinforcement learning brain machine interfaces.
IJCNN
Jihye Bae, Luis G. Sánchez Giraldo, José C. Príncipe, Joseph T. Francis
2011 — conf
A reproducing kernel Hilbert space formulation of the principle of relevant information.
MLSP
Luis G. Sánchez Giraldo, José C. Príncipe
2011 — conf
Stochastic kernel temporal difference for reinforcement learning.
MLSP
Jihye Bae, Luis G. Sánchez Giraldo, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe