Q-GADMM: quantized group ADMM for communication efficient decentralized machine learning

A Elgabli, J Park, AS Bedi, M Bennis… - ICASSP 2020-2020 …, 2020 - oulurepo.oulu.fi
In this paper, we propose a communication-efficient decen-tralized machine learning (ML)
algorithm, coined quantized group ADMM (Q-GADMM). Every worker in Q-GADMM …

Q-GADMM: Quantized group ADMM for communication efficient decentralized machine learning

A Elgabli, J Park, AS Bedi, M Bennis, V Aggarwal - 2020 - dro.deakin.edu.au
In this paper, we propose a communication-efficient decen-tralized machine learning (ML)
algorithm, coined quantized group ADMM (Q-GADMM). Every worker in Q-GADMM …