Author

Aniket Sanyal

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#machine learning Preprint Oct 2026

Mind the Drift: Diagonal Linear Networks Under Large Learning Rates

Large learning rates can qualitatively change the trajectory of neural network training, often pushing optimization into regimes far from classical gradient-flow behavior. The Edge of Stability (EoS) offers a valuable lens on the dynamics such learning rates induce. We study corresponding dynamics in diagonal linear ne...

Aniket Sanyal, Tom Jacobs, Rebekka Burkholz · 0 citations