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cs.DB2024
Repairing Databases over Metric Spaces with Coincidence Constraints
Youri Kaminsky, Benny Kimelfeld, Ester Livshits +2
Datasets often contain values that naturally reside in a metric space: numbers, strings, geographical locations, machine-learned embeddings in a Euclidean space, and so on. We stud…
cs.DB2024★ 21 cited
The Shapley Value in Database Management
Leopoldo Bertossi, Benny Kimelfeld, Ester Livshits +1
Attribution scores can be applied in data management to quantify the contribution of individual items to conclusions from the data, as part of the explanation of what led to these…