410 citations · 566 across the 27 of their papers we have counts for
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cs.DB2024
Stochastic SketchRefine: Scaling In-Database Decision-Making under Uncertainty to Millions of Tuples
Riddho R. Haque, Anh L. Mai, Matteo Brucato +3
Decision making under uncertainty often requires choosing packages, or bags of tuples, that collectively optimize expected outcomes while limiting risks. Processing Stochastic Pack…
cs.DB2024
ChARLES: Change-Aware Recovery of Latent Evolution Semantics in Relational Data
Shiyi He, Alexandra Meliou, Anna Fariha
Data-driven decision-making is at the core of many modern applications, and understanding the data is critical in supporting trust in these decisions. However, data is dynamic and…