28 citations · 127 across the 46 of their papers we have counts for
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stat.ML2016★ 28 cited
Ten Steps of EM Suffice for Mixtures of Two Gaussians
Constantinos Daskalakis, Christos Tzamos, Manolis Zampetakis
The Expectation-Maximization (EM) algorithm is a widely used method for maximum likelihood estimation in models with latent variables. For estimating mixtures of Gaussians, its ite…
cs.DS2016
Faster Sublinear Algorithms using Conditional Sampling
Themistoklis Gouleakis, Christos Tzamos, Manolis Zampetakis
A conditional sampling oracle for a probability distribution D returns samples from the conditional distribution of D restricted to a specified subset of the domain. A recent line…