34 citations · 74 across the 25 of their papers we have counts for
4 papers · 1 filter
A compound Poisson perspective of Ewens-Pitman sampling model
Emanuele Dolera, Stefano Favaro
The Ewens-Pitman sampling model (EP-SM) is a distribution for random partitions of the set , with , which is index by real parameters and su…
The power of private likelihood-ratio tests for goodness-of-fit in frequency tables
Emanuele Dolera, Stefano Favaro
Privacy-protecting data analysis investigates statistical methods under privacy constraints. This is a rising challenge in modern statistics, as the achievement of confidentiality…
A Bayesian nonparametric approach to count-min sketch under power-law data streams
Emanuele Dolera, Stefano Favaro, Stefano Peluchetti
The count-min sketch (CMS) is a randomized data structure that provides estimates of tokens' frequencies in a large data stream using a compressed representation of the data by ran…
Learning-augmented count-min sketches via Bayesian nonparametrics
Emanuele Dolera, Stefano Favaro, Stefano Peluchetti
The count-min sketch (CMS) is a time and memory efficient randomized data structure that provides estimates of tokens' frequencies in a data stream of tokens, i.e. point queries, b…