conftrace_

communication compression

55 papers

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Co-occurring keywords

federated learning (1333) distributed optimization (275) distributed learning (563) error feedback (22) gradient compression (78) communication efficiency (297) stochastic gradient descent (1091) stochastic gradient (296) model compression (3302) distributed training (188)

Papers

Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms NIPS 2020
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning AAAI 2020
Sparsified SGD with Memory NIPS 2018
A Linear Speedup Analysis of Distributed Deep Learning with Sparse and Quantized Communication NIPS 2018
Communication Compression for Decentralized Training NIPS 2018