2 papers
cs.DB2022
Amalur: Data Integration Meets Machine Learning
Rihan Hai, Christos Koutras, Andra Ionescu +5
The data needed for machine learning (ML) model training, can reside in different separate sites often termed data silos. For data-intensive ML applications, data silos pose a majo…
cs.DB2020
Valentine: Evaluating Matching Techniques for Dataset Discovery
Christos Koutras, George Siachamis, Andra Ionescu +6
Data scientists today search large data lakes to discover and integrate datasets. In order to bring together disparate data sources, dataset discovery methods rely on some form of…