56 citations · 72 across the 2 of their papers we have counts for
2 papers
cs.LG2014★ 16 cited
Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width Histograms
Siu-On Chan, Ilias Diakonikolas, Rocco A. Servedio +1
Let be an unknown and arbitrary probability distribution over . We consider the problem of {\em density estimation}, in which a learning algorithm is given i.i.d. draws…
cs.LG2012★ 56 cited
Learning mixtures of structured distributions over discrete domains
Siu-on Chan, Ilias Diakonikolas, Rocco A. Servedio +1
Let be a class of probability distributions over the discrete domain We show that if satisfies a rather general condition -- esse…