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Anton Sugolov

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Jun 2026

Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimization

Depth-wise Gradient Augmentation is established as a promising framework for exploiting cross-depth structure in optimization and Gradient Smoothing is demonstrated as a simple and broadly applicable instantiation.

Haoming Meng, Anton Sugolov, Vardan Papyan · 0 citations