Preprint
Jul 2026
Certifying Residual Architectures from Their Primitives: A Sharp Stability Threshold
The results provide a way to assess the trade-off between stability and representational flexibility directly from block primitives, before training, and improve out-of-distribution generalization in operator learning and accuracy in time-series forecasting.
Hyemin Gu, M. Tyrrell, T. Sahai et al.
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