Héctor J. Hortúa

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Medical Imaging

Parameters Estimation

Top Venues

Mach. Learn. Sci. Technol.

Publications

Héctor J. Hortúa, Andrés Mora-Valencia
Forecasting VIX using Bayesian Deep Learning. CoRR (2024)
Daniela L. Ramos, Héctor J. Hortúa
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging. CoRR (2024)
Héctor J. Hortúa, Luz Ángela García, Leonardo Castañeda C
Constraining cosmological parameters from N-body simulations with Variational Bayesian Neural Networks. CoRR (2023)
Jorge Enrique García-Farieta, Héctor J. Hortúa, Francisco-Shu Kitaura
Bayesian deep learning for cosmic volumes with modified gravity. CoRR (2023)
Héctor J. Hortúa, Riccardo Volpi, Luigi Malagò
Parameters Estimation from the 21 cm signal using Variational Inference. CoRR (2020)
Héctor J. Hortúa, Riccardo Volpi, Dimitri Marinelli, Luigi Malagò
Accelerating MCMC algorithms through Bayesian Deep Networks. CoRR (2020)
Héctor J. Hortúa, Luigi Malagò, Riccardo Volpi
Constraining the Reionization History using Bayesian Normalizing Flows. CoRR (2020)
Héctor J. Hortúa, Luigi Malagò, Riccardo Volpi
Reliable Uncertainties for Bayesian Neural Networks using Alpha-divergences. CoRR (2020)
Héctor J. Hortúa, Luigi Malagò, Riccardo Volpi
Constraining the Reionization History using Bayesian Normalizing Flows. Mach. Learn. Sci. Technol. 1 (3) (2020)
Héctor J. Hortúa, Riccardo Volpi, Dimitri Marinelli, Luigi Malagò
Parameters Estimation for the Cosmic Microwave Background with Bayesian Neural Networks. CoRR (2019)