Quantity Over Quality? Investigating the Effects of Volume and Strength of Training Data in Marine Bioacoustics. - Andrea Napoli; Paul R. White; Thomas Blumensath (DCASE, 2022)

Diversity-Based Sampling for Imbalanced Domain Adaptation. - Andrea Napoli; Paul R. White (EUSIPCO, 2024)

Clustering-Based Validation Splits for Domain Generalisation. - Andrea Napoli; Paul R. White (CoRR, 2024)

Improving Distribution Alignment with Diversity-based Sampling. - Andrea Napoli; Paul R. White (CoRR, 2024)

Unsupervised Domain Adaptation Via Data Pruning. - Andrea Napoli; Paul R. White (ICASSP, 2025)

Clustering-Based Validation Splits for Model Selection under Domain Shift. - Andrea Napoli; Paul White (Trans. Mach. Learn. Res., 2025)