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cs.LG2020★ 1 cited
Learning Entangled Single-Sample Gaussians in the Subset-of-Signals Model
Yingyu Liang, Hui Yuan
In the setting of entangled single-sample distributions, the goal is to estimate some common parameter shared by a family of distributions, given one single sample from each di…
cs.LG2020
Learning Entangled Single-Sample Distributions via Iterative Trimming
Hui Yuan, Yingyu Liang
In the setting of entangled single-sample distributions, the goal is to estimate some common parameter shared by a family of distributions, given one \emph{single} sample from each…