superlinear convergence

An Enhanced Levenberg--Marquardt Method via Gram Reduction AAAI 2025 Enabling Optimal Decisions in Rehearsal Learning under CARE Condition ICML 2025 OPTAMI: Global Superlinear Convergence of High-order Methods ICLR 2025 Accelerated Regularized Learning in Finite N-Person Games NeurIPS 2024 A De-singularity Subgradient Approach for the Extended Weber Location Problem IJCAI 2024 An Inexact Projected Regularized Newton Method for Fused Zero-norms Regularization Problems JMLR 2024 A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity JMLR 2024 Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates AAAI 2024 Non-asymptotic Global Convergence Analysis of BFGS with the Armijo-Wolfe Line Search NeurIPS 2024 Sharpened Lazy Incremental Quasi-Newton Method AISTATS 2024 Stochastic Newton Proximal Extragradient Method NeurIPS 2024 Block Broyden's Methods for Solving Nonlinear Equations NeurIPS 2023 Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023 Krylov–Bellman boosting: Super-linear policy evaluation in general state spaces AISTATS 2023 Online Learning Guided Curvature Approximation: A Quasi-Newton Method with Global Non-Asymptotic Superlinear Convergence COLT 2023 Second-Order Optimization with Lazy Hessians ICML 2023 Explicit Convergence Rates of Greedy and Random Quasi-Newton Methods JMLR 2022 Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression NeurIPS 2022 Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence JMLR 2022 Quasi-Newton Methods for Saddle Point Problems NeurIPS 2022 Sharpened Quasi-Newton Methods: Faster Superlinear Rate and Larger Local Convergence Neighborhood ICML 2022 Exploiting Local Convergence of Quasi-Newton Methods Globally: Adaptive Sample Size Approach NeurIPS 2021 Greedy and Random Quasi-Newton Methods with Faster Explicit Superlinear Convergence NeurIPS 2021 Hyperparameter Tuning is All You Need for LISTA NeurIPS 2021 DAve-QN: A Distributed Averaged Quasi-Newton Method with Local Superlinear Convergence Rate AISTATS 2020