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semismooth newton method

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Co-occurring keywords · papers mentioning both

augmented lagrangian method (4) semismooth newton (2) non-convex optimization (2) augmented lagrangian (2) quadratic convergence (1) fixed-point iteration (1) nonparametric maximum likelihood (1) interior point method (1) proximal majorization-minimization (1) square-root loss (1)

Papers

Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction JMLR 2025 A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity JMLR 2024 A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024 On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models 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 ℓ_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