Matrix Sketching for Secure Collaborative Machine Learning
Mengjiao Zhang 1 Shusen Wang 1
Abstract clients, each client uses a batch of local data to compute a
stochastic gradient, and the server aggregates the stochas-
Collaborative learning allows participants to
tic gradients and updates the model parameters. Based on
jointly train a model without data sharing. To
...


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