conftrace_

regularized m-estimation

2 papers

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Co-occurring keywords · papers mentioning both

solution path (1) parameter tuning (1) convergence rate (1) approximation guarantee (1) regularized estimation (1) high-dimensional model (1) path following (1) path following algorithm (1) regularized m-estimators (1) decomposable regularizers (1)

Papers

Path following algorithms for ℓ_2-regularized M-estimation with approximation guarantee NeurIPS 2023 A unified framework for high-dimensional analysis of M-estimators with decomposable regularizers NeurIPS 2009