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cs.LG2026
Data Leakage Inflates Generalizability of Power Outage Prediction Models
Yamil Essus, Ranga Raju Vatsavai, Benjamin Rachunok
Power outage prediction models are increasingly used in assessments of climate-driven infrastructure risk, yet current evaluation practices obscure whether these models generalize…
cs.CV2026
Fidelity-Diversity-Consistency (FDC): Data Pruning for Remote Sensing Change Detection
Dongyao Zhu, Ranga Raju Vatsavai
Despite the success of data pruning (DP) in reducing training data sizes and improving downstream model performance in classification and segmentation tasks, its potential in remot…