| Learning with density matrices and random features FA González, A Gallego, S Toledo-Cortés, V Vargas-Calderón Quantum Machine Intelligence 4 (2), 1-17, 2022 | 34* | 2022 |
| Robust kernels for robust location estimation JA Gallego, FA González, O Nasraoui Neurocomputing 429, 174-186, 2021 | 7 | 2021 |
| Fast kernel density estimation with density matrices and random fourier features JA Gallego, JF Osorio, FA Gonzalez Ibero-American Conference on Artificial Intelligence, 160-172, 2022 | 6 | 2022 |
| Quantum adaptive fourier features for neural density estimation JA Gallego, FA González arXiv e-prints, arXiv: 2208.00564, 2022 | 5 | 2022 |
| DEMANDE: Density Matrix Neural Density Estimation JA Gallego-Mejia, FA González IEEE Access, 2023 | 4* | 2023 |
| AD-DMKDE: Anomaly Detection through Density Matrices and Fourier Features OA Bustos-Brinez, JA Gallego-Mejia, FA González International Conference on Information Technology & Systems, 327-338, 2023 | 4 | 2023 |
| InQMAD: Incremental Quantum Measurement Anomaly Detection JA Gallego-Mejia, OA Bustos-Brinez, FA González 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 787-796, 2022 | 4 | 2022 |
| LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection J Gallego-Mejia, O Bustos-Brinez, FA González arXiv preprint arXiv:2211.08525, 2022 | 3 | 2022 |
| Computing expectation values of adaptive Fourier density matrices for quantum anomaly detection in NISQ devices DH Useche, OA Bustos-Brinez, JA Gallego, FA González arXiv preprint arXiv:2201.10006, 2022 | 3 | 2022 |
| Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data M Allen, F Dorr, JA Gallego-Mejia, L Martínez-Ferrer, A Jungbluth, ... arXiv preprint arXiv:2310.00826, 2023 | 1 | 2023 |
| Fewshot learning on global multimodal embeddings for earth observation tasks M Allen, F Dorr, JA Gallego-Mejia, L Martínez-Ferrer, A Jungbluth, ... arXiv preprint arXiv:2310.00119, 2023 | 1 | 2023 |
| Encuesta Nacional “Machine Learning Operations y sus desafíos de implementación en Colombia” JAG Mejía, F González Revista Sistemas, 20-26, 2022 | 1 | 2022 |
| Risk Automatic Prediction for Social Economy Companies Using Camels J Gallego-Mejia, D Martin-Vega, FA González Workshop on Engineering Applications, 66-76, 2022 | 1 | 2022 |
| Kernel Density Matrices for Probabilistic Deep Learning FA González, R Ramos-Pollán, JA Gallego-Mejia | 1 | |
| Quantum density estimation with density matrices: Application to quantum anomaly detection DH Useche, OA Bustos-Brinez, JA Gallego-Mejia, FA González Physical Review A 109 (3), 032418, 2024 | | 2024 |
| Towards Foundation Models for Earth Observation; Benchmarking Datasets and Performance on Diverse Downstream Tasks A Jungbluth, M Allen, F Dorr, J Gallego-Mejia, L Martínez-Ferrer, ... EGU24, 2024 | | 2024 |
| Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery JA Gallego-Mejia, A Jungbluth, L Martínez-Ferrer, M Allen, F Dorr, ... arXiv preprint arXiv:2310.03513, 2023 | | 2023 |
| Exploring Generalisability of Self-Distillation with No Labels for SAR-Based Vegetation Prediction L Martínez-Ferrer, A Jungbluth, JA Gallego-Mejia, M Allen, F Dorr, ... arXiv preprint arXiv:2310.02048, 2023 | | 2023 |
| AD-DMKDE: Anomaly Detection Through Density Matrices and Fourier OA Bustos-Brinez, JA Gallego-Mejia, FA González Information Technology and Systems: ICITS 2023, Volume 1 691, 327, 2023 | | 2023 |
| LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection (Student Abstract) JA Gallego-Mejia, OA Bustos-Brinez, FA González Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16210 …, 2023 | | 2023 |
Fabio GonzalezFull Professor, Comp. Systems and Industrial Eng. Dept, National University of ColombiaVerified email at unal.edu.co
