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20182024
most citedFeature compression is the root cause of adversarial fragility in neural network classifiers

2 citations · 2 across the 4 of their papers we have counts for

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eess.SP2022

Optimal Compression for Minimizing Classification Error Probability: an Information-Theoretic Approach

Jingchao Gao, Ao Tang, Weiyu Xu

We formulate the problem of performing optimal data compression under the constraints that compressed data can be used for accurate classification in machine learning. We show that…