2 citations · 2 across the 8 of their papers we have counts for
4 papers · 1 filter
An Exponential Lower Bound for Spectral Density Estimation on Unweighted Graphs
Pan Peng, Yuyang Wang, Joy Qiping Yang +1
We study lower bounds for estimating the spectral density of the normalized adjacency matrix of a graph. Previously, Cohen-Steiner et al. [KDD 2018] proposed an algorithm for $\var…
Entropy Equivalence Testing
Clément L. Canonne, Yash Pote, Jonathan Scarlett +1
We introduce the problem of \emph{entropy equivalence testing} for probability distributions, a relaxation of the well-studied closeness testing problem, where the distribution tes…
Simpler Distribution Testing with Little Memory
Clément L. Canonne, Joy Qiping Yang
We consider the question of distribution testing (specifically, uniformity and closeness testing) in the streaming setting, \ie under stringent memory constraints. We improve on th…
Independence Testing for Bounded Degree Bayesian Network
Arnab Bhattacharyya, Clément L. Canonne, Joy Qiping Yang
We study the following independence testing problem: given access to samples from a distribution over , decide whether is a product distribution or whether it is…