An Evaluation of Low-Shot Learning Techniques for the Detection of Credit Card Fraud. - Preston Billion Polak; Taghi M. Khoshgoftaar (ICMLA, 2024)

A Comparison of Low-Shot Learning Methods for Imbalanced Binary Classification. - Preston Billion Polak; Taghi M. Khoshgoftaar (ICTAI, 2024)

Low-shot learning and class imbalance: a survey. - Preston Billion Polak; Joseph D. Prusa; Taghi M. Khoshgoftaar (J. Big Data, 2024)

Evaluating techniques from low-shot learning on traditional imbalanced classification tasks. - Preston Billion Polak; Taghi M. Khoshgoftaar (J. Big Data, 2025)