trust region method

Improving Convergence Guarantees of Random Subspace Second-order Algorithm for Nonconvex Optimization ICLR 2025 On the Surprising Robustness of Sequential Convex Optimization for Contact-Implicit Motion Planning RSS 2025 Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness AAAI 2024 Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning (Extended Abstract) IJCAI 2023 A consistently adaptive trust-region method NeurIPS 2022 Robust Trust Region for Weakly Supervised Segmentation ICCV 2021 GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification NeurIPS 2020 SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020 Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions NeurIPS 2019 Reinforcement Learning in Configurable Continuous Environments ICML 2019 A Distributed Second-Order Algorithm You Can Trust ICML 2018 Inexact trust-region algorithms on Riemannian manifolds NeurIPS 2018 On denoising modulo 1 samples of a function AISTATS 2018 Trust-PCL: An Off-Policy Trust Region Method for Continuous Control ICLR 2018 A Study on Trust Region Update Rules in Newton Methods for Large-scale Linear Classification ACML 2017 Newton-Type Methods for Inference in Higher-Order Markov Random Fields CVPR 2017 Sub-sampled Cubic Regularization for Non-convex Optimization ICML 2017 Efficient Squared Curvature CVPR 2014 RTRMC: A Riemannian trust-region method for low-rank matrix completion NeurIPS 2011