[其他] ICML-On the Inherent Regularization Effects of Noise Injection During Training [推广有奖]

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Mujahida

发表于 2025-7-28 08:28:58 |AI写论文

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On the Inherent Regularization Effects of
               Noise Injection During Training

                     Oussama Dhifallah 1 Yue M. Lu 1

            Abstract             2008) under Gaussian input and perturbation vectors. Our
                              analysis particularly shows that Gaussian noise injection
Randomly perturbing networks during the train-
                              introduces a weighted ridge regularization, asymptotically.
ing process is  ...