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cs.LG2026
Semantic Space Search Trajectory Networks
Julian Agudelo, Alberto Tonda, Gabriela Ochoa +3
Search Trajectory Networks (STNs) are a graph-based tool for visualizing and characterizing the behavior of optimization algorithms. STNs' reliance on discretization of the search…
cs.LG2025
Drought forecasting using a hybrid neural architecture for integrating time series and static data
Julian Agudelo, Vincent Guigue, Cristina Manfredotti +1
Reliable forecasting is critical for early warning systems and adaptive drought management. Most previous deep learning approaches focus solely on homogeneous regions and rely on s…