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> Imagine the world where you could trivially train a model entirely on the client side, without uploading all that data to the cloud. You just rediscovered "F
by visarga 4y ago
> Imagine the world where you could trivially train a model entirely on the client side, without uploading all that data to the cloud.
You just rediscovered "Federated Learning", but FL also allows you to benefit from the training being executed in other edge nodes, all without disclosing any data.
Instead of sending the data to the training server, they send the model to the users to train on a few batches of user data, then average the models from everyone.
- pfarrell 4y agoIt’s Hadoop all over again. Send the code to the data. To be clear, I think that’s an excellent idea and good to see it coming backs again.