151 citations · 632 across the 84 of their papers we have counts for
Showing 2014 · stat.MLShow all
2 papers · 2 filters
stat.ML2014★ 10 cited
Sequential Changepoint Approach for Online Community Detection
David Marangoni-Simonsen, Yao Xie
We present new algorithms for detecting the emergence of a community in large networks from sequential observations. The networks are modeled using Erdos-Renyi random graphs with e…
stat.ML2014
Fast Algorithm for Low-rank matrix recovery in Poisson noise
Yang Cao, Yao Xie
This paper describes a fast algorithm for recovering low-rank matrices from their linear measurements contaminated with Poisson noise: the Poisson noise Maximum Likelihood Singular…