2 papers
cs.LG2025
SourceSplice: Source Selection for Machine Learning Tasks
Ambarish Singh, Romila Pradhan
Data quality plays a pivotal role in the predictive performance of machine learning (ML) tasks - a challenge amplified by the deluge of data sources available in modern organizatio…
cs.LG2024
Selective Data Expansion for Model Performance
Jahid Hasan, Romila Pradhan
Machine learning systems are increasingly being used in critical decision making such as healthcare, finance, and criminal justice. Concerns around their fairness have resulted in…