conftrace_

asynchronous stochastic gradient descent

13 papers

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Also known as

ASYNCSGD ASYNC SGD ASGD

Co-occurring keywords

distributed learning (563) stochastic gradient descent (1091) convergence rate (607) byzantine learning (2) delay-adaptive learning rate (2) asynchronous learning (26) model convergence (39) byzantine fault tolerance (27) distributed training (188) model aggregation (156)

Papers

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