asynchronous stochastic gradient descent

Asynchronous SGD on Graphs: a Unified Framework for Asynchronous Decentralized and Federated Optimization AISTATS 2024 Ordered Momentum for Asynchronous SGD NeurIPS 2024 Buffered Asynchronous SGD for Byzantine Learning JMLR 2023 ASAP.SGD: Instance-based Adaptiveness to Staleness in Asynchronous SGD ICML 2022 Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays NeurIPS 2022 Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning NeurIPS 2022 Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems AAAI 2021 BASGD: Buffered Asynchronous SGD for Byzantine Learning ICML 2021 Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation EMNLP 2018 Asynchronous Byzantine Machine Learning (the case of SGD) ICML 2018 Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018 Asynchronous Stochastic Gradient Descent with Delay Compensation ICML 2017 Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study IJCAI 2017 Large Scale Distributed Deep Networks NeurIPS 2012