conftrace_

asynchronous training

32 papers

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Co-occurring keywords · papers mentioning both

distributed learning (10) stochastic gradient descent (8) federated learning (7) distributed training (5) gradient staleness (3) neural network optimization (3) model aggregation (3) reinforcement learning (3) heterogeneous data (2) data parallelism (2)

Papers

Master-Slave Curriculum Design for Reinforcement Learning IJCAI 2018 Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD AISTATS 2018 Decoupled Neural Interfaces using Synthetic Gradients ICML 2017 Fast Parallel Training of Neural Language Models IJCAI 2017 QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding NeurIPS 2017 Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods EMNLP 2017 Large Scale Distributed Deep Networks NeurIPS 2012