conftrace_

composite gradient descent

2 papers

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Co-occurring keywords · papers mentioning both

regularized m-estimators (2) statistical learning theory (2) non-convex optimization (2) local optimum (1) nonconvex regularization (1) statistical precision (1) restricted strong convexity (1) sparse optimization (1) high-dimensional estimation (1)

Papers

Regularized M-estimators with Nonconvexity: Statistical and Algorithmic Theory for Local Optima JMLR 2015 Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima NeurIPS 2013