Gustavo Faia

Communication-efficient Exact Diffusion for Decentralized Learning

Communication-efficient approaches for decentralized learning rely on the exchange of quantized signals coupled with local updates. In this context, differential quantization is an effective technique to mitigate the negative impact of quantization by leveraging correlations between subsequent itera…