Search Results for author: Vinay Chakravarthi Gogineni

Found 2 papers, 0 papers with code

Communication-Efficient Online Federated Learning Framework for Nonlinear Regression

no code implementations13 Oct 2021 Vinay Chakravarthi Gogineni, Stefan Werner, Yih-Fang Huang, Anthony Kuh

As a solution, this paper presents a partial-sharing-based online federated learning framework (PSO-Fed) that enables clients to update their local models using continuous streaming data and share only portions of those updated models with the server.

Federated Learning

Diffusion Adaptation Over Clustered Multitask Networks Based on the Affine Projection Algorithm

no code implementations29 Jul 2015 Vinay Chakravarthi Gogineni, Mrityunjoy Chakraborty

The performance analysis of the proposed multi-task diffusion APA algorithm is studied in mean and mean square sense.

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