Differential privacy techniques can help prevent overfitting and improve generalization in deep neural networks.
What can we learn privately?SIAM Journal on Computing, 40(3):793– 826
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Preventing overfitting in deep learning using differential privacy
Differential privacy techniques can help prevent overfitting and improve generalization in deep neural networks.