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cs.LG2025
Multiple Distribution Shift -- Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation
Noel Ngu, Aditya Taparia, Gerardo I. Simari +5
Machine learning models assume that training and test samples are drawn from the same distribution. As such, significant differences between training and test distributions often l…
cs.LG2024
Metal Price Spike Prediction via a Neurosymbolic Ensemble Approach
Nathaniel Lee, Noel Ngu, Harshdeep Singh Sahdev +4
Predicting price spikes in critical metals such as Cobalt, Copper, Magnesium, and Nickel is crucial for mitigating economic risks associated with global trends like the energy tran…