Testing Shape Restrictions of Discrete Distributions

We study the question of testing structured properties (classes) of discrete distributions. Specifically, given sample access to an arbitrary distribution D over [n] and a property P, the goal is to distinguish between D in P and l_{1}(D,P)>epsilon. We develop a general algorithm for this questio...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Canonne, Clément L., Diakonikolas, Ilias, Gouleakis, Themistoklis, Rubinfeld, Ronitt
Muut tekijät: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Aineistotyyppi: Artikkeli
Kieli:en_US
Julkaistu: Dagstuhl Publishing 2017
Linkit:http://hdl.handle.net/1721.1/111965
https://orcid.org/0000-0002-4056-0489
https://orcid.org/0000-0002-4353-7639