Author

G. Peccati

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#machine learning Preprint Sep 2026

Correlated initialization of deep residual networks

We study the large-depth behavior of residual networks whose weights are correlated across layers at initialization. Our results confirm and extend a conjecture of Marion et al. [2025], according to which correlated initializations should interpolate continuously between the Brownian stochastic differential equation ar...

Felix Benning, I. Nourdin, G. Peccati · 1 citation