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penalized m-estimators

3 papers

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Co-occurring keywords · papers mentioning both

high-dimensional regression (2) geometric decomposition (1) univariate exponential families (1) multivariate prediction (1) structure recovery (1) graphical model (1) alternating direction method of multiplier (1) conditional random field (1) admm algorithm (1) principal hessian matrix (1)

Papers

High-Dimensional Interactions Detection with Sparse Principal Hessian Matrix JMLR 2020 Conditional Random Fields via Univariate Exponential Families NeurIPS 2013 On model selection consistency of penalized M-estimators: a geometric theory NeurIPS 2013