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Distributed Optimization

The goal of Distributed Optimization is to optimize a certain objective defined over millions of billions of data that is distributed over many machines by utilizing the computational power of these machines.

Source: Analysis of Distributed StochasticDual Coordinate Ascent

Papers

Showing 201210 of 536 papers

TitleStatusHype
Distributed Mirror Descent with Integral Feedback: Asymptotic Convergence Analysis of Continuous-time Dynamics0
Distributed Model Predictive Control with Reconfigurable Terminal Ingredients for Reference Tracking0
Distributed model predictive control without terminal cost under inexact distributed optimization0
Parallel Momentum Methods Under Biased Gradient Estimations0
Distributed MPC for Self-Organized Cooperation of Multiagent Systems -- Extended Version0
Distributed-MPC with Data-Driven Estimation of Bus Admittance Matrix in Voltage Control0
Distributed Multi-Task Relationship Learning0
Distributed Nesterov gradient methods over arbitrary graphs0
Distributed Newton Can Communicate Less and Resist Byzantine Workers0
Correlated quantization for distributed mean estimation and optimization0
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