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cs.LG2021★ 2 cited
Fast-Slow Streamflow Model Using Mass-Conserving LSTM
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. Here we use the co…
stat.ML2021
Geostatistical Learning: Challenges and Opportunities
Júlio Hoffimann, Maciel Zortea, Breno de Carvalho +1
Statistical learning theory provides the foundation to applied machine learning, and its various successful applications in computer vision, natural language processing and other s…