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20152026
most citedRobust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition

13 citations · 50 across the 18 of their papers we have counts for

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Showing 2018Show all

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cs.LG2018★ 3 cited

Gradient-Coherent Strong Regularization for Deep Neural Networks

Dae Hoon Park, Chiu Man Ho, Yi Chang +1

Regularization plays an important role in generalization of deep neural networks, which are often prone to overfitting with their numerous parameters. L1 and L2 regularizers are co…

cs.LG2018

Sequenced-Replacement Sampling for Deep Learning

Chiu Man Ho, Dae Hoon Park, Wei Yang +1

We propose sequenced-replacement sampling (SRS) for training deep neural networks. The basic idea is to assign a fixed sequence index to each sample in the dataset. Once a mini-bat…