adaptive optimization

The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks ICML 2021 AdaTune: Adaptive Tensor Program Compilation Made Efficient NeurIPS 2020 A General System of Differential Equations to Model First-Order Adaptive Algorithms JMLR 2020 HyperAdam: A Learnable Task-Adaptive Adam for Network Training AAAI 2019 Local Saddle Point Optimization: A Curvature Exploitation Approach AISTATS 2019 Memory Efficient Adaptive Optimization NeurIPS 2019 Riemannian Adaptive Optimization Methods ICLR 2019 Using Statistics to Automate Stochastic Optimization NeurIPS 2019 Bandit Online Learning on Graphs via Adaptive Optimization IJCAI 2018 Coordinate Descent with Bandit Sampling NeurIPS 2018 LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NeurIPS 2018 Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation CVPR 2017 A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds ALT 2017 Follow the Moving Leader in Deep Learning ICML 2017 Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint NeurIPS 2016 Adaptive Stochastic Optimization: From Sets to Paths NeurIPS 2015 Black-box optimization of noisy functions with unknown smoothness NeurIPS 2015 Accelerated Coordinate Descent with Adaptive Coordinate Frequencies ACML 2013