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cs.LG2018★ 208 cited
MD-GAN: Multi-Discriminator Generative Adversarial Networks for Distributed Datasets
Corentin Hardy, Erwan Le Merrer, Bruno Sericola
A recent technical breakthrough in the domain of machine learning is the discovery and the multiple applications of Generative Adversarial Networks (GANs). Those generative models…
cs.LG2017★ 1 cited
Distributed deep learning on edge-devices: feasibility via adaptive compression
Corentin Hardy, Erwan Le Merrer, Bruno Sericola
A large portion of data mining and analytic services use modern machine learning techniques, such as deep learning. The state-of-the-art results by deep learning come at the price…