Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Scalable Source Selection for Machine Learning Tasks
Ambarish Singh, Romila Pradhan
Given a query table, existing data lake discovery techniques seek to identify data sources related to the query table through schema similarity and joinability. The discovered sour…
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…