Stability Selection for Structured Variable Selection

13 Dec 2017George PhilippSeunghak LeeEric P. Xing

In variable or graph selection problems, finding a right-sized model or controlling the number of false positives is notoriously difficult. Recently, a meta-algorithm called Stability Selection was proposed that can provide reliable finite-sample control of the number of false positives... (read more)

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