36 citations · 176 across the 38 of their papers we have counts for
3 papers · 1 filter
Testing Shape Restrictions of Discrete Distributions
Clément L. Canonne, Ilias Diakonikolas, Themis Gouleakis +1
We study the question of testing structured properties (classes) of discrete distributions. Specifically, given sample access to an arbitrary distribution over and a prop…
Sampling Correctors
Clément Canonne, Themis Gouleakis, Ronitt Rubinfeld
In many situations, sample data is obtained from a noisy or imperfect source. In order to address such corruptions, this paper introduces the concept of a sampling corrector. Such…
Complete hierarchies of SIR models on arbitrary networks with exact and approximate moment closure
Kieran J Sharkey, Robert R Wilkinson
We first generalise ideas discussed by Kiss et al. (2015) to prove a theorem for generating exact closures (here expressing joint probabilities in terms of their constituent margin…