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10/26/2022
Deep Learning is Provably Robust to Symmetric Label Noise
Deep neural networks (DNNs) are capable of perfectly fitting the trainin...
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08/29/2022
Dynamic Network Sampling for Community Detection
We propose a dynamic network sampling scheme to optimize block recovery ...
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05/28/2022
Deep Learning with Label Noise: A Hierarchical Approach
Deep neural networks are susceptible to label noise. Existing methods to...
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07/04/2020