WebWe perform an asymptotic analysis of the NSB estimator of entropy of a discrete random variable. The analysis illuminates the dependence of the estimates on the number of coincidences in the sample and shows that the estimator has a well defined limit for a large cardinality of the studied variable. This allows estimation of entropy with no a priori …WebMar 31, 2024 · This paper proposes Scardina, a new join cardinality estimation method using multiple partitioned models based on the schema structure, and describes that multiple density estimators can be combined to effectively target the cardinalities estimation of data with large and complex schemas having strong correlations. In recent years, …
Order-Invariant Cardinality Estimators Are Differentially Private
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