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ORCIDHéctor J. Hortúa
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2020 – today
- 2025
[j2]Daniela L. Ramos, Héctor J. Hortúa:
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging. Biomed. Signal Process. Control. 104: 107383 (2025)- [i10]Juan Manuel Liscano Fierro, Héctor J. Hortúa:
Enhancing Diagnostic in 3D COVID-19 Pneumonia CT-scans through Explainable Uncertainty Bayesian Quantification. CoRR abs/2501.10770 (2025) - 2024
- [i9]Héctor J. Hortúa, Andrés Mora-Valencia:
Forecasting VIX using Bayesian Deep Learning. CoRR abs/2401.17042 (2024) - [i8]Daniela L. Ramos, Héctor J. Hortúa:
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging. CoRR abs/2407.16608 (2024) - 2023
- [i7]Héctor J. Hortúa, Luz Ángela García, Leonardo Castañeda C:
Constraining cosmological parameters from N-body simulations with Variational Bayesian Neural Networks. CoRR abs/2301.03991 (2023) - [i6]Jorge Enrique García-Farieta, Héctor J. Hortúa, Francisco-Shu Kitaura:
Bayesian deep learning for cosmic volumes with modified gravity. CoRR abs/2309.00612 (2023) - 2020
- [j1]Héctor J. Hortúa, Luigi Malagò, Riccardo Volpi
:
Constraining the Reionization History using Bayesian Normalizing Flows. Mach. Learn. Sci. Technol. 1(3): 35014 (2020) - [i5]Héctor J. Hortúa, Riccardo Volpi, Luigi Malagò:
Parameters Estimation from the 21 cm signal using Variational Inference. CoRR abs/2005.02299 (2020) - [i4]Héctor J. Hortúa, Luigi Malagò, Riccardo Volpi:
Constraining the Reionization History using Bayesian Normalizing Flows. CoRR abs/2005.07694 (2020) - [i3]Héctor J. Hortúa, Luigi Malagò, Riccardo Volpi:
Reliable Uncertainties for Bayesian Neural Networks using Alpha-divergences. CoRR abs/2008.06729 (2020) - [i2]Héctor J. Hortúa, Riccardo Volpi, Dimitri Marinelli, Luigi Malagò:
Accelerating MCMC algorithms through Bayesian Deep Networks. CoRR abs/2011.14276 (2020)
2010 – 2019
- 2019
- [i1]Héctor J. Hortúa, Riccardo Volpi, Dimitri Marinelli, Luigi Malagò:
Parameters Estimation for the Cosmic Microwave Background with Bayesian Neural Networks. CoRR abs/1911.08508 (2019)
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