Search Results for author: Emiliano Diaz

Found 3 papers, 1 papers with code

Recovering Latent Confounders from High-dimensional Proxy Variables

1 code implementation21 Mar 2024 Nathan Mankovich, Homer Durand, Emiliano Diaz, Gherardo Varando, Gustau Camps-Valls

Detecting latent confounders from proxy variables is an essential problem in causal effect estimation.

Discovering Causal Relations and Equations from Data

no code implementations21 May 2023 Gustau Camps-Valls, Andreas Gerhardus, Urmi Ninad, Gherardo Varando, Georg Martius, Emili Balaguer-Ballester, Ricardo Vinuesa, Emiliano Diaz, Laure Zanna, Jakob Runge

Discovering equations, laws and principles that are invariant, robust and causal explanations of the world has been fundamental in physical sciences throughout the centuries.

Philosophy

Online deforestation detection

no code implementations3 Apr 2017 Emiliano Diaz

For this comparison, the reflectance observations for six different bands are first combined into a forest index.

Management Time Series Analysis

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