Testing Probability Distributions Underlying Aggregated Data

In this paper, we analyze and study a hybrid model for testing and learning probability distributions. Here, in addition to samples, the testing algorithm is provided with one of two different types of oracles to the unknown distribution D over [n]. More precisely, we consider both the dual and cumu...

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Bibliographic Details
Main Authors: Canonne, Clement, Rubinfeld, Ronitt
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Springer-Verlag 2016
Online Access:http://hdl.handle.net/1721.1/101001
https://orcid.org/0000-0002-4353-7639