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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 476500 of 536 papers

TitleStatusHype
Advances in Asynchronous Parallel and Distributed Optimization0
A Federated Distributionally Robust Support Vector Machine with Mixture of Wasserstein Balls Ambiguity Set for Distributed Fault Diagnosis0
A Hierarchical Approach for Joint Multi-view Object Pose Estimation and Categorization0
AIDE: Fast and Communication Efficient Distributed Optimization0
Aiding Global Convergence in Federated Learning via Local Perturbation and Mutual Similarity Information0
A KL-based Analysis Framework with Applications to Non-Descent Optimization Methods0
ALADIN-α -- An open-source MATLAB toolbox for distributed non-convex optimization0
ALADIN-β: A Distributed Optimization Algorithm for Solving MPCC Problems0
Algorithm Unrolling-Based Distributed Optimization for RIS-Assisted Cell-Free Networks0
A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent0
An Equivalent Circuit Approach to Distributed Optimization0
SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing0
An Exact Quantized Decentralized Gradient Descent Algorithm0
An Integrated Optimization + Learning Approach to Optimal Dynamic Pricing for the Retailer with Multi-type Customers in Smart Grids0
An Online Optimization Approach for Multi-Agent Tracking of Dynamic Parameters in the Presence of Adversarial Noise0
A Novel Decentralized Algorithm for Coordinating the Optimal Power and Traffic Flows with EVs based on Variable Inner Loop Selection0
Anytime MiniBatch: Exploiting Stragglers in Online Distributed Optimization0
A Plug and Play Distributed Secondary Controller for Microgrids with Grid-Forming Inverters0
Approximate Gradient Coding with Optimal Decoding0
A primal-dual method for conic constrained distributed optimization problems0
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems0
A Reinforcement Learning Approach to Parameter Selection for Distributed Optimal Power Flow0
A Semi-Distributed Interior Point Algorithm for Optimal Coordination of Automated Vehicles at Intersections0
A Sequential Approximation Framework for Coded Distributed Optimization0
A Stochastic Large-scale Machine Learning Algorithm for Distributed Features and Observations0
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