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cs.LG2026
Meta-learning to Address Data Shift in Time Series Classification
Samuel Myren, Nidhi Parikh, Natalie Klein
Across engineering and scientific domains, traditional deep learning (TDL) models perform well when training and test data share the same distribution. However, the dynamic nature…
cs.LG2025
Evaluation of Seismic Artificial Intelligence with Uncertainty
Samuel Myren, Nidhi Parikh, Rosalyn Rael +3
Artificial intelligence has transformed the seismic community with deep learning models (DLMs) that are trained to complete specific tasks within workflows. However, there is still…