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Optimality in Decentralized Optimization under Bandwidth Constraints
We consider a realistic decentralized setup with bandwidth-constrained communication and derive optimal time complexities for non-convex stochastic parallel and asynchronous optimization (up to logarithmic factors). We develop the corresponding methods, Grace SGD and Leon SGD, for both homogeneous and heterogeneous settings.openaire +1 more source
Optimal bandwidth choice for density-weighted averages
Journal of Econometrics, 1996James L Powell, Thomas M Stoker
exaly
Optimal Bandwidth Selection in Nonparametric Regression Function Estimation
Annals of Statistics, 1985Wolfgang Karl Härdle
exaly
Optimal performance of networked control systems with bandwidth and coding constraints
ISA Transactions, 2015Xisheng Zhan, Tao Li, Xiaowei Jiang
exaly
Novel Online Optimal Bandwidth Search and Autotuning Techniques for Servo Motor Drives
IEEE Transactions on Industry Applications, 2017Yen-Shin Lai
exaly
An Optimal Tracking Performance of MIMO NCS with Quantization and Bandwidth Constraints
Asian Journal of Control, 2019Xisheng Zhan, Jie Wu
exaly

