Juan Emmanuel Johnson

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Gaussian Process

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Mach. Learn. Sci. Technol.

Publications

Emiliano Diaz, Gherardo Varando, Juan Emmanuel Johnson, Gustau Camps-Valls
Learning latent functions for causal discovery. Mach. Learn. Sci. Technol. 4 (3) (2023)
Valero Laparra, Alexander Hepburn, Juan Emmanuel Johnson, Jesús Malo
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization. ICIP (2022)
Katalin Blix, Ana Belen Ruescas, Juan Emmanuel Johnson, Gustau Camps-Valls
Learning Relevant Features of Optical Water Types. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Valero Laparra, Alexander Hepburn, Juan Emmanuel Johnson, Jesús Malo
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization. CoRR (2022)
Kristoffer Wickstrøm, Juan Emmanuel Johnson, Sigurd Løkse, Gustau Camps-Valls, Karl Øyvind Mikalsen, Michael Kampffmeyer, Robert Jenssen
The Kernelized Taylor Diagram. CoRR (2022)
Kristoffer Wickstrøm, Juan Emmanuel Johnson, Sigurd Løkse, Gustau Camps-Valls, Karl Øyvind Mikalsen, Michael Kampffmeyer, Robert Jenssen
The Kernelized Taylor Diagram. NAIS (2022)
Juan Emmanuel Johnson, Sairam Sundaresan, Tansu Daylan, Lisseth Gavilan, Daniel K. Giles, Stela Ishitani Silva, Anna Jungbluth, Brett M. Morris, Andrés Muñoz-Jaramillo
RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks. CoRR (2020)
Juan Emmanuel Johnson, Valero Laparra, Gustau Camps-Valls, Raúl Santos-Rodríguez, Jesús Malo
Information Theory in Density Destructors. CoRR (2020)
Juan Emmanuel Johnson, Valero Laparra, Adrián Pérez-Suay, Miguel D. Mahecha, Gustau Camps-Valls
Kernel Methods and their derivatives: Concept and perspectives for the Earth system sciences. CoRR (2020)
Juan Emmanuel Johnson, Valero Laparra, Gustau Camps-Valls
Accounting for Input Noise in Gaussian Process Parameter Retrieval. CoRR (2020)
Valero Laparra, Juan Emmanuel Johnson, Gustau Camps-Valls, Raúl Santos-Rodríguez, Jesus Malo
Information Theory Measures via Multidimensional Gaussianization. CoRR (2020)
Juan Emmanuel Johnson, Valero Laparra, Gustau Camps-Valls
Accounting for Input Noise in Gaussian Process Parameter Retrieval. IEEE Geosci. Remote. Sens. Lett. 17 (3) (2020)
Juan Emmanuel Johnson, Valero Laparra, Gustau Camps-Valls
Disentangling Derivatives, Uncertainty and Error in Gaussian Process Models. CoRR (2020)
Juan Emmanuel Johnson, Valero Laparra, Gustau Camps-Valls
Disentangling Derivatives, Uncertainty and Error in Gaussian Process Models. IGARSS (2018)