2 papers
cs.DB2024
SiMa: Effective and Efficient Matching Across Data Silos Using Graph Neural Networks
Christos Koutras, Rihan Hai, Kyriakos Psarakis +2
How can we leverage existing column relationships within silos, to predict similar ones across silos? Can we do this efficiently and effectively? Existing matching approaches do no…
cs.PF2024
Accelerating Machine Learning Queries with Linear Algebra Query Processing
Wenbo Sun, Asterios Katsifodimos, Rihan Hai
The rapid growth of large-scale machine learning (ML) models has led numerous commercial companies to utilize ML models for generating predictive results to help business decision-…