Collaborative Machine Learning at the Wireless Edge with Blind Transmitters

Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gunduz

We study wireless collaborative machine learning (ML), where mobile edge devices, each with its own dataset, carry out distributed stochastic gradient descent (DSGD) over-the-air w…