Search Results for author: Maciel Zortea

Found 3 papers, 1 papers with code

Fast-Slow Streamflow Model Using Mass-Conserving LSTM

no code implementations13 Jul 2021 Miguel Paredes Quiñones, Maciel Zortea, Leonardo S. A. Martins

Streamflow forecasting is key to effectively managing water resources and preparing for the occurrence of natural calamities being exacerbated by climate change.

Time Series

Geostatistical Learning: Challenges and Opportunities

1 code implementation17 Feb 2021 Júlio Hoffimann, Maciel Zortea, Breno de Carvalho, Bianca Zadrozny

regionalized) variables due to spatial correlation; and trends caused by geophysical processes lead to covariate shifts between the domain where the model was trained and the domain where it will be applied, which in turn harm the use of classical learning methodologies that rely on random samples of the data.

Learning Theory Model Selection +1

Cannot find the paper you are looking for? You can Submit a new open access paper.