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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

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Showing 201–225 of 536 papers

TitleStatusHype
Distributed Mirror Descent with Integral Feedback: Asymptotic Convergence Analysis of Continuous-time Dynamics—0
Distributed Model Predictive Control with Reconfigurable Terminal Ingredients for Reference Tracking—0
Distributed model predictive control without terminal cost under inexact distributed optimization—0
Parallel Momentum Methods Under Biased Gradient Estimations—0
Distributed MPC for Self-Organized Cooperation of Multiagent Systems -- Extended Version—0
Distributed-MPC with Data-Driven Estimation of Bus Admittance Matrix in Voltage Control—0
Distributed Multi-Task Relationship Learning—0
Distributed Nesterov gradient methods over arbitrary graphs—0
Distributed Newton Can Communicate Less and Resist Byzantine Workers—0
Distributed Newton-like Algorithms and Learning for Optimized Power Dispatch—0
Distributed Online Optimization in Dynamic Environments Using Mirror Descent—0
GTAdam: Gradient Tracking with Adaptive Momentum for Distributed Online Optimization—0
Distributed Online Optimization with Byzantine Adversarial Agents—0
Communication Efficient, Differentially Private Distributed Optimization using Correlation-Aware Sketching—0
Distributed Optimization for Client-Server Architecture with Negative Gradient Weights—0
Distributed Optimization for Massive Connectivity—0
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems—0
Distributed Optimization for Over-Parameterized Learning—0
Asynchronous Forward Bounding for Distributed COPs—0
Correlated Quantization for Faster Nonconvex Distributed Optimization—0
Distributed Optimization for Smart Cyber-Physical Networks—0
Distributed Optimization for Traffic Light Control and Connected Automated Vehicle Coordination in Mixed-Traffic Intersections—0
Correlated quantization for distributed mean estimation and optimization—0
Distributed optimization in wireless sensor networks: an island-model framework—0
Asynchronous Distributed Optimization with Delay-free Parameters—0
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