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asynchronous method

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asynchronous training (2) stochastic gradient descent (2) deep reinforcement learning (2) error-runtime trade-off (1) neural network controller (1) proximal method (1) parallel training (1) optimal allocation (1) neural network (1) parallel actor-learner (1)

Papers

ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning ICML 2025 Tight Time Complexities in Parallel Stochastic Optimization with Arbitrary Computation Dynamics ICLR 2025 Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD AISTATS 2018 Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization NeurIPS 2017 Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods EMNLP 2017 Asynchronous Methods for Deep Reinforcement Learning ICML 2016