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m-estimators

8 papers

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Co-occurring keywords · papers mentioning both

high-dimensional statistics (3) convergence rate (2) sparse optimization (2) high-dimensional regression (2) statistical inference (2) statistical learning (2) perturbed histograms (1) model selection consistency (1) geometric decomposability (1) penalized m-estimators (1)

Papers

Learning Parametric Distributions from Samples and Preferences ICML 2025 Nonconvex Theory of M-estimators with Decomposable Regularizers ICML 2025 Phase transitions for the existence of unregularized M-estimators in single index models ICML 2025 Bootstrapping Fisher Market Equilibrium and First-Price Pacing Equilibrium ICML 2024 Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models NeurIPS 2013 Dirty Statistical Models NeurIPS 2013 On model selection consistency of penalized M-estimators: a geometric theory NeurIPS 2013 Differentially Private M-Estimators NeurIPS 2011