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Schematic overview of the most popular distributed learning methods. Differences among methods are summarized according to two general design principles: (i) how the model parameters are displaced over the network of nodes, local, local + shared, and shared (y-axis), and (ii) how nodes interact and which type of data they exchange, no, partial, and complete exchange (x-axis)
