Tag: Mutual information

  • Label noise changes information in neural representations

    What the study found Hidden representations in neural networks change with label noise in ways that depend on how many parameters the network has. The study found a double descent pattern in the information content of these representations, and it found that overparameterized networks are robust to label noise. Why the authors say this matters…