conftrace_

communication cost

31 papers

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Co-occurring keywords

federated learning (1333) communication efficiency (297) distributed learning (563) decentralized learning (103) gradient compression (78) distributed training (188) differential privacy (1016) model compression (3302) asynchronous learning (26) neural network (6616)

Papers

TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS 2017
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent NIPS 2017
A Communication-Efficient Parallel Algorithm for Decision Tree NIPS 2016
On Communication Cost of Distributed Statistical Estimation and Dimensionality NIPS 2014
Improved Distributed Principal Component Analysis NIPS 2014
Distributed Power-law Graph Computing: Theoretical and Empirical Analysis NIPS 2014