24 citations · 49 across the 3 of their papers we have counts for
5 papers
Network Based Approach to Gene Prioritization at Genome-Wide Association Study Loci
Leonardo Martini, Adriano Fazzone, Michele Gentili +2
Motivation: Genome-wide association studies (GWAS) have successfully identified thousands of genetic risk loci for complex traits and diseases. Most of these GWAS loci lie in regul…
Algorithms for Hiring and Outsourcing in the Online Labor Market
Aris Anagnostopoulos, Carlos Castillo, Adriano Fazzone +2
Although freelancing work has grown substantially in recent years, in part facilitated by a number of online labor marketplaces, (e.g., Guru, Freelancer, Amazon Mechanical Turk), t…
Algorithms for Fair Team Formation in Online Labour Marketplaces
Giorgio Barnabò, Adriano Fazzone, Stefano Leonardi +1
As freelancing work keeps on growing almost everywhere due to a sharp decrease in communication costs and to the widespread of Internet-based labour marketplaces (e.g., guru.com, f…
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…