Search Results for author: Nikita Zeulin

Found 2 papers, 0 papers with code

Resource-Efficient Federated Hyperdimensional Computing

no code implementations2 Jun 2023 Nikita Zeulin, Olga Galinina, Nageen Himayat, Sergey Andreev

In conventional federated hyperdimensional computing (HDC), training larger models usually results in higher predictive performance but also requires more computational, communication, and energy resources.

Dynamic Network-Assisted D2D-Aided Coded Distributed Learning

no code implementations26 Nov 2021 Nikita Zeulin, Olga Galinina, Nageen Himayat, Sergey Andreev, Robert W. Heath Jr

Today, various machine learning (ML) applications offer continuous data processing and real-time data analytics at the edge of a wireless network.

Federated Learning

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