Dense limit of the Dawid–Skene model for crowdsourcing and regions of sub-optimality of message passing algorithms
Work
Year: 2020
Type: article
Abstract: Crowdsourcing is a strategy to categorize data through the contribution of many individuals. A wide range of theoretical and algorithmic contributions are based on the model of Dawid and Skene [1]. Re... more
Authors Christian Schmidt, Lenka Zdeborová
Institutions Centre National de la Recherche Scientifique, Institut de Physique Théorique, CEA Paris-Saclay, Université Paris-Saclay, Commissariat à l'Énergie Atomique et aux Énergies Alternatives
Cites: 23
Cited by: 1
Related to: 10
FWCI: 0.155
Citation percentile (by year/subfield): 45.44
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: green
Grant ID 714608—SMiLe