Emiliano Diaz

11 papers C 2Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Large language models for causal hypothesis generation in science.
Mach. Learn. Sci. Technol.
Kai-Hendrik Cohrs, Emiliano Diaz, Vasileios Sitokonstantinou, Gherardo Varando, Gustau Camps-Valls
2024 J jnl
Large Language Models for Constrained-Based Causal Discovery.
CoRR
Kai-Hendrik Cohrs, Gherardo Varando, Emiliano Diaz, Vasileios Sitokonstantinou, Gustau Camps-Valls
2024 J jnl
Pairwise causal discovery with support measure machines.
Appl. Soft Comput.
Gherardo Varando, Salvador Catsis, Emiliano Diaz, Gustau Camps-Valls
2024 J jnl
Recovering Latent Confounders from High-dimensional Proxy Variables.
CoRR
Nathan Mankovich, Homer Durand, Emiliano Diaz, Gherardo Varando, Gustau Camps-Valls
2023 J jnl
Discovering Causal Relations and Equations from Data.
CoRR
Gustau Camps-Valls, Andreas Gerhardus, Urmi Ninad, Gherardo Varando, Georg Martius, Emili Balaguer-Ballester, Ricardo Vinuesa, Emiliano Diaz, Laure Zanna, Jakob Runge
2023 J jnl
Learning latent functions for causal discovery.
Mach. Learn. Sci. Technol.
Emiliano Diaz, Gherardo Varando, Juan Emmanuel Johnson, Gustau Camps-Valls
2020 J jnl
Consistent regression of biophysical parameters with kernel methods.
CoRR
Emiliano Diaz, Adrián Pérez-Suay, Valero Laparra, Gustau Camps-Valls
2020 C conf
Interpretability of Recurrent Neural Networks in Remote Sensing.
IGARSS
Adrián Pérez-Suay, José E. Adsuara, María Piles, Laura Martínez-Ferrer, Emiliano Diaz, Álvaro Moreno-Martínez, Gustau Camps-Valls
2018 C conf
Consistent Regression of Biophysical Parameters with Kernel Methods.
IGARSS
Emiliano Diaz, Adrian Perez-Suay, Valero Laparra, Gustau Camps-Valls
2017 J jnl
Online deforestation detection.
CoRR
Emiliano Diaz
2017 J jnl
Sparse mean localization by information theory.
CoRR
Emiliano Diaz