second-order information

Online Curvature-Aware Replay: Leveraging $\mathbf2^nd$ Order Information for Online Continual Learning ICML 2025 Generalized Fast Exact Conformalization NeurIPS 2024 Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning ICML 2024 ISAAC Newton: Input-based Approximate Curvature for Newton's Method ICLR 2023 Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information ICLR 2022 A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems JMLR 2021 M-FAC: Efficient Matrix-Free Approximations of Second-Order Information NeurIPS 2021 Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection AAAI 2019 Multi-Order Information for Working Set Selection of Sequential Minimal Optimization AISTATS 2019 Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition CVPR 2019 Stochastic Second-Order Method for Large-Scale Nonconvex Sparse Learning Models IJCAI 2018 A Multi-Batch L-BFGS Method for Machine Learning NeurIPS 2016 New Adaptive Algorithms for Online Classification NeurIPS 2010 SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent JMLR 2009 Maximum-Gain Working Set Selection for SVMs JMLR 2006 Working Set Selection Using Second Order Information for Training Support Vector Machines JMLR 2005