Bayesian nonparametrics

A Bayesian nonparametric view on count-min sketch

The count-min sketch is a time- and memory-efficient randomized data structure that provides a point estimate of the number of times an item has appeared in a data stream. The count-min sketch and related hash-based data structures are ubiquitous in …