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04/04/2023
Local Differential Privacy in Federated Optimization
Federated optimization, wherein several agents in a network collaborate ...
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06/25/2022
Optimal Regulation of Prosumers and Consumers in Smart Energy Communities
In smart energy communities, households of a particular geographical loc...
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04/26/2021
Multi-resource allocation for federated settings: A non-homogeneous Markov chain model
In a federated setting, agents coordinate with a central agent or a serv...
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12/21/2018
Derandomized Distributed Multi-resource Allocation with Little Communication Overhead
We study a class of distributed optimization problems for multiple share...
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12/18/2018
Distributed Algorithms for Internet-of-Things enabled Prosumer Markets: A Control Theoretic Perspective
We develop a distributed control algorithm for prosumer based sharing ec...
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11/06/2017