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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…
cs.DB2023★ 6 cited
Efficient Computation of Quantiles over Joins
Nikolaos Tziavelis, Nofar Carmeli, Wolfgang Gatterbauer +2
We present efficient algorithms for Quantile Join Queries, abbreviated as %JQ. A %JQ asks for the answer at a specified relative position (e.g., 50% for the median) under some orde…