communication efficiency

cpSGD: Communication-efficient and differentially-private distributed SGD NeurIPS 2018 GIANT: Globally Improved Approximate Newton Method for Distributed Optimization NeurIPS 2018 Gradient Sparsification for Communication-Efficient Distributed Optimization NeurIPS 2018 LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NeurIPS 2018 Proximal SCOPE for Distributed Sparse Learning NeurIPS 2018 Sparsified SGD with Memory NeurIPS 2018 Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent NeurIPS 2017 Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis ICML 2017 Communication-Efficient Learning of Deep Networks from Decentralized Data AISTATS 2017 Communication-efficient Sparse Regression JMLR 2017 Distributed Mean Estimation with Limited Communication ICML 2017 Efficient Distributed Learning with Sparsity ICML 2017 Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds NSDI 2017 Memory and Communication Efficient Distributed Stochastic Optimization with Minibatch Prox COLT 2017 QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding NeurIPS 2017 TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NeurIPS 2017 Communication Efficient Distributed Agnostic Boosting AISTATS 2016 Feature-distributed sparse regression: a screen-and-clean approach NeurIPS 2016 Adding vs. Averaging in Distributed Primal-Dual Optimization ICML 2015 Deep learning with Elastic Averaging SGD NeurIPS 2015 DiSCO: Distributed Optimization for Self-Concordant Empirical Loss ICML 2015 Communication-Efficient Distributed Dual Coordinate Ascent NeurIPS 2014 Communication Efficient Distributed Machine Learning with the Parameter Server NeurIPS 2014 Communication-Efficient Distributed Optimization using an Approximate Newton-type Method ICML 2014 Distributed Exploration in Multi-Armed Bandits NeurIPS 2013