incremental gradient

Last Iterate Convergence of Incremental Methods as a Model of Forgetting ICLR 2025 Finite-time complexity of incremental policy gradient methods for solving multi-task reinforcement learning L4DC 2024 Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction JMLR 2024 On Convergence of Incremental Gradient for Non-convex Smooth Functions ICML 2024 On the Last-Iterate Convergence of Shuffling Gradient Methods ICML 2024 Delay-Adaptive Step-sizes for Asynchronous Learning ICML 2022 Coresets for Data-efficient Training of Machine Learning Models ICML 2020 Improved Asynchronous Parallel Optimization Analysis for Stochastic Incremental Methods JMLR 2018 Towards Memory-Friendly Deterministic Incremental Gradient Method AISTATS 2018 ASAGA: Asynchronous Parallel SAGA AISTATS 2017 Learning with Incremental Iterative Regularization NeurIPS 2015 Proximal Average Approximated Incremental Gradient Method for Composite Penalty Regularized Empirical Risk Minimization ACML 2015 Finito: A faster, permutable incremental gradient method for big data problems ICML 2014 SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives NeurIPS 2014