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Federated Learning: A Sexy Modern Machine Learning Technology
For the purposes of federated learning, deep learning is not special. The only requirement is that you can meaningfully take the average of two trained machine learning models. You're training these models on what can be in some cases pretty esoteric hardware. It might be tricky to get TensorFlow or torch running on those systems.