nesterov accelerated gradient

Fast and Large-Scale Unbalanced Optimal Transport via its Semi-Dual and Adaptive Gradient Methods COLT 2026 Gradient correlation is a key ingredient to accelerate SGD with momentum ICLR 2025 Nesterov Method for Asynchronous Pipeline Parallel Optimization ICML 2025 Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks NeurIPS 2024 Provable Acceleration of Nesterov’s Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks IJCAI 2024 A Variational Perspective on High-Resolution ODEs NeurIPS 2023 Convex and Non-convex Optimization Under Generalized Smoothness NeurIPS 2023 Hessian-Free High-Resolution Nesterov Acceleration For Sampling ICML 2022 Improving Neural Ordinary Differential Equations with Nesterov's Accelerated Gradient Method NeurIPS 2022 Nesterov Accelerated Shuffling Gradient Method for Convex Optimization ICML 2022 On Almost Sure Convergence Rates of Stochastic Gradient Methods COLT 2022 Continuous Time Analysis of Momentum Methods JMLR 2021 Stochastic Modified Equations and Dynamics of Stochastic Gradient Algorithms I: Mathematical Foundations JMLR 2019 Understanding the Role of Momentum in Stochastic Gradient Methods NeurIPS 2019 Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks ICML 2017 A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights JMLR 2016 Hybrid Accelerated Optimization for Speech Recognition Interspeech 2016 Smoothing Multivariate Performance Measures JMLR 2012