16 citations · 20 across the 18 of their papers we have counts for
Showing cs.DBShow all
2 papers · 1 filter
cs.DB2023★ 1 cited
Machine Unlearning in Learned Databases: An Experimental Analysis
Meghdad Kurmanji, Eleni Triantafillou, Peter Triantafillou
Machine learning models based on neural networks (NNs) are enjoying ever-increasing attention in the DB community. However, an important issue has been largely overlooked, namely t…
cs.DB2022
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data
Meghdad Kurmanji, Peter Triantafillou
Machine Learning (ML) is changing DBs as many DB components are being replaced by ML models. One open problem in this setting is how to update such ML models in the presence of dat…