42 citations · 107 across the 9 of their papers we have counts for
4 papers · 1 filter
Weighted Reservoir Sampling With Replacement from Data Streams
Adriano Meligrana, Adriano Fazzone
In this work, we present a new random sampling method for data streams where the probability of an element's inclusion in the sample is proportional to a weight associated with tha…
A Survey on the Densest Subgraph Problem and Its Variants
Tommaso Lanciano, Atsushi Miyauchi, Adriano Fazzone +1
The Densest Subgraph Problem requires to find, in a given graph, a subset of vertices whose induced subgraph maximizes a measure of density. The problem has received a great deal o…
Fair Clustering with Multiple Colors
Matteo Böhm, Adriano Fazzone, Stefano Leonardi +1
A fair clustering instance is given a data set in which every point is assigned some color. Colors correspond to various protected attributes such as sex, ethnicity, or age. A…
Principal Fairness: Removing Bias via Projections
Aris Anagnostopoulos, Luca Becchetti, Adriano Fazzone +2
Reducing hidden bias in the data and ensuring fairness in algorithmic data analysis has recently received significant attention. We complement several recent papers in this line of…