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semismooth newton method

9 papers

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Co-occurring keywords

augmented lagrangian method (30) semismooth newton (5) nonconvex optimization (316) augmented lagrangian (37) quadratic convergence (12) fixed-point iteration (21) nonparametric maximum likelihood (3) interior point method (19) proximal majorization-minimization (1) square-root loss (2)

Papers

Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction JMLR 2025
On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models JMLR 2024
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024
A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity JMLR 2024
A Sparse Semismooth Newton Based Proximal Majorization-Minimization Algorithm for Nonconvex Square-Root-Loss Regression Problems JMLR 2020
Semismooth Newton Algorithm for Efficient Projections onto $\ell_1, ∞$-norm Ball ICML 2020
Solving the OSCAR and SLOPE Models Using a Semismooth Newton-Based Augmented Lagrangian Method JMLR 2019
An Efficient Semismooth Newton based Algorithm for Convex Clustering ICML 2018
A Semismooth Newton Method for Fast, Generic Convex Programming ICML 2017