Adversarial α-divergence minimization for Bayesian approximate inference S Rodríguez Santana, D Hernández-Lobato Neurocomputing, 2020 | 18 | 2020 |
Function-space Inference with Sparse Implicit Processes S Rodríguez Santana, B Zaldivar, D Hernández-Lobato Proceedings of the 39th International Conference on Machine Learning (ICML …, 2022 | 12* | 2022 |
Large‐scale automated forecasting for network safety and security monitoring R Naveiro, S Rodríguez Santana, D Ríos Insua Applied Stochastic Models in Business and Industry 35 (3), 431-447, 2019 | 7* | 2019 |
Variational Linearized Laplace Approximation for Bayesian Deep Learning LA Ortega Andrés, SR Santana, D Hernández-Lobato International Conference on Machine Learning (ICML), 2024 | 6* | 2024 |
Deep Variational Implicit Processes LA Ortega, S Rodriguez Santana, D Hernández-Lobato Proceedings of the 11th International Conference on Learning Representations …, 2023 | 6 | 2023 |
AI-driven de-novo design and development of non-toxic DYRK1A inhibitors for Alzheimer’s disease E González, P Varas, P González-Naranjo, E Ulzurrun, C Pérez, JA Páez, ... | | 2024 |
Fixed-Mean Gaussian Processes for Post-hoc Bayesian Deep Learning LA Ortega, S Rodríguez-Santana, D Hernández-Lobato arXiv preprint arXiv:2412.04177, 2024 | | 2024 |
Personalized pricing decisions through adversarial risk analysis DG Rasines, R Naveiro, DR Insua, SR Santana International Transactions in Operational Research, 2024 | | 2024 |
Jornada de Biología computacional, ciencia de datos e inteligencia artificial F Aguilar, JM Martell, CÓS Sorzano, B Aguado, J Vera García, ... Consejo Superior de Investigaciones Científicas (España), 2023 | | 2023 |
Bioinformatic analysis of mutations in the whole proteome of SARS-CoV-2 and their role in vaccine effectiveness E Ulzurrun, S Rodríguez Santana, D Del Hoyo, A Grande-Pérez, ... Consejo Superior de Investigaciones Científicas (España), 2023 | | 2023 |
Correcting Model Bias with Sparse Implicit Processes S Rodríguez Santana, LA Ortega, D Hernández-Lobato, B Zaldívar 39th International Conference on Machine Learning workshop "Beyond Bayes …, 2022 | | 2022 |
SARS-CoV-2 mutations associated to breakthrough infections and different clinical outcomes P Ruiz-Rodríguez, M Álvarez-Herrera, S Rodríguez, E Ulzurrun, ... X Bioinformatics and genomics symposium, 2022 | | 2022 |
Genomic surveillance and impact of SARS-CoV-2 mutations P Ruiz-Rodriguez, M Álvarez-Herrera, ML Franco, C Francés-Gómez, ... | | 2022 |
Evolutionary genomics of SARS-CoV-2: keys for viral success M Álvarez-Herrera, JM Carazo, I Comas, M Coscollá, SF Elena, ... | | 2022 |
Bioinformatics analysis of mutations in SARS-CoV-2 and clinical phenotypes E Ulzurrun, D Del Hoyo, M Álvarez-Herrera, P Ruiz-Rodríguez, ... Libro de resúmenes, 66, 2022 | | 2022 |
Contributions to approximate bayesian inference for machine learning S Rodríguez Santana Universidad Complutense de Madrid, 2022 | | 2022 |
Large-scale automated forecasting for network safety and security monitoring R Naveiro Flores, S Rodríguez, D Ríos Insua John Wiley & Sons, 2019 | | 2019 |