Corruptions of Supervised Learning Problems: Typology and Mitigations

Laura Iacovissi, Nan Lu, Robert C. Williamson

Corruption is notoriously widespread in data collection. Despite extensive research, the existing literature predominantly focuses on specific settings and learning scenarios, lack…