González, Fabio A.
- Gated Multimodal Units for Information Fusion
2017/02/07 by John Arévalo, Arevalo, John, Thamar Solorio +5 · 37 citations
Computer Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- AD-DMKDE: Anomaly Detection through Density Matrices and Fourier Features
2022/10/26 by Bustos-Brinez, Oscar, Gallego-Mejia, Joseph, González, Fabio A. · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Fast Kernel Density Estimation with Density Matrices and Random Fourier Features
2022/08/02 by Joseph A. Gallego, Juan F. Osorio, Gallego, Joseph A. +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Metabolomics and Mass Spectrometry Studies #Neural Networks and Applications #Quantum Physics (quant-ph)
- Kernel Density Matrices for Probabilistic Deep Learning
2023/05/26 by Fabio A. González, González, Fabio A., Raúl Ramos-Pollán +3 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Quantum Physics (quant-ph) #Statistical Mechanics and Entropy
- Positive and Risky Message Assessment for Music Products
2023/09/18 by Zhang, Yigeng, Shafaei, Mahsa, González, Fabio A. +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Deep Semi-Supervised and Self-Supervised Learning for Diabetic Retinopathy Detection
2022/08/04 by Ramos, Jose Miguel Arrieta, Perdómo, Oscar, González, Fabio A. · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Quantum Adaptive Fourier Features for Neural Density Estimation
2022/08/01 by Gallego, Joseph A., González, Fabio A. · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph)
- LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection
2022/11/15 by Gallego-Mejia, Joseph, Bustos-Brinez, Oscar, González, Fabio A. · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Statistics Theory (math.ST)
- MEMO-QCD: Quantum Density Estimation through Memetic Optimisation for Quantum Circuit Design
2024/06/12 by Ardila-García, Juan E., Vargas-Calderón, Vladimir, González, Fabio A. +2 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Latent Anomaly Detection Through Density Matrices
2024/08/14 by Gallego-Mejia, Joseph, Bustos-Brinez, Oscar, González, Fabio A. · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph)
- Quantum generative classification with mixed states
2025/02/27 by Useche, Diego H., Quiroga-Sandoval, Sergio, Molina, Sebastian L. +3 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)