Rigorous tempered-overfitting guarantees for MDL ReLU interpolators under label noise

Neural Networks Generalize on Low Complexity Data

Sourav Chatterjee, Timothy Sudijono (2024)

Annals of Statistics (to appear)

📍 Section 7 (Discussion), unnumbered paragraph explicitly stating “Extending Theorem 5.1 to handle noisy observations of the data… would be of clear interest” (immediately after discussion of Theorem 5.1).

Source paper where this problem appears.