126 citations
- Universidad Carlos III de MadridES4 papers
- Universidad de AntioquiaCO3 papers
- Universidad Nacional de ColombiaCO3 papers
- University at Buffalo, State University of New YorkUS2 papers
- Arizona State UniversityUS1 paper
- Central Connecticut State UniversityUS1 paper
- Centro Brasileiro de Pesquisas FísicasBR1 paper
- Complexity Science HubAT1 paper
- Department of Mathematical SciencesRU1 paper
- École nationale supérieure de techniques avancées BretagneFR1 paper
- Harvard UniversityUS1 paper
- Institut de Recherche et Coordination Acoustique MusiqueFR1 paper
53 papers
Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees
Pablo A. Osorio-Marulanda, John Esteban Castro Ramirez, Mikel Hernández Jiménez +2
Creation of synthetic data models has represented a significant advancement across diverse scientific fields, but this technology also brings important privacy considerations for u…
Probabilistic volumetric speckle suppression in OCT using deep learning
Bhaskara Rao Chintada, Sebastián Ruiz-Lopera, René Restrepo +3
We present a deep learning framework for volumetric speckle reduction in optical coherence tomography (OCT) based on a conditional generative adversarial network (cGAN) that levera…
Large cities are less efficient for sustainable transport: The ABC of mobility
Rafael Prieto-Curiel, Juan P. Ospina
The use of cars in cities has many negative impacts on its population, including pollution, noise and the use of space. Yet, detecting factors that reduce automobile dependency is…
About Opposition and Duality in Paraconsistent Type Theory
Juan C. Agudelo-Agudelo, Andrés Sicard-Ramírez
A paraconsistent type theory (an extension of a fragment of intuitionistic type theory by adding opposite types) is here extended by adding co-function types. It is shown that, in…
Health Detection on Cattle Compressed Images in Precision Livestock Farming
Miguel Angel Calvache, Valeria Cardona, Sebastian Tapias +2
The constant population growth brings the needing to make up for food also grows at the same rate. The livestock provides one-third of humans protein base as meat and milk. To impr…
Semi-parametric estimation of the EASI model: Welfare implications of taxes identifying clusters due to unobserved preference heterogeneity
Andrés Ramírez-Hassan, Alejandro López-Vera
We provide a novel inferential framework to estimate the exact affine Stone index (EASI) model, and analyze welfare implications due to price changes caused by taxes. Our inferenti…