conftrace_

m-estimators

4 papers

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Co-occurring keywords

sparse optimization (246) high-dimensional regression (142) high-dimensional statistics (145) statistical inference (146) perturbed histograms (1) model selection consistency (2) geometric decomposability (1) penalized m-estimators (3) geometric decomposition (3) superposition structure (1)

Papers

On model selection consistency of penalized M-estimators: a geometric theory NIPS 2013
Dirty Statistical Models NIPS 2013
Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models NIPS 2013
Differentially Private M-Estimators NIPS 2011