2 papers
cs.CV2026
Comparative Assessment of Multimodal Earth Observation Data for Soil Moisture Estimation
Ioannis Kontogiorgakis, Athanasios Askitopoulos, Iason Tsardanidis +4
Accurate soil moisture (SM) estimation is critical for precision agriculture, water resources management and climate monitoring. Yet, existing satellite SM products are too coarse…
cs.LG2025
Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference
Ilias Tsoumas, Dimitrios Bormpoudakis, Vasileios Sitokonstantinou +4
In causal inference, whether through randomized controlled trials or observational studies, access to both treated and control units is essential for estimating the effect of a tre…