Andrea Napoli

According to our database, Andrea Napoli authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Order Matters: Improving Domain Adaptation by Reordering Data.

Andrea Napoli, Paul White

CoRR, May, 2026

Variance Matters: Improving Domain Adaptation via Stratified Sampling.

Andrea Napoli, Paul White

Trans. Mach. Learn. Res., 2026

2025

Clustering-Based Validation Splits for Model Selection under Domain Shift.

Andrea Napoli, Paul White

Trans. Mach. Learn. Res., 2025

Unsupervised Domain Adaptation Via Data Pruning.

Andrea Napoli, Paul R. White

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Improving Distribution Alignment with Diversity-based Sampling.

Andrea Napoli, Paul R. White

CoRR, 2024

Clustering-Based Validation Splits for Domain Generalisation.

Andrea Napoli, Paul R. White

CoRR, 2024

Diversity-Based Sampling for Imbalanced Domain Adaptation.

Andrea Napoli, Paul R. White

Proceedings of the 32nd European Signal Processing Conference, 2024

2022

Quantity Over Quality? Investigating the Effects of Volume and Strength of Training Data in Marine Bioacoustics.

Andrea Napoli, Paul R. White, Thomas Blumensath

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022