Algorithmic Instabilities ofAccelerated Gradient Descent
–Neural Information Processing Systems
We disprove this conjecture and show, for two notions of algorithmic stability (including uniform stability), that the stability of Nesterov's accelerated method in fact deteriorates exponentially fast with the number of gradient steps.
Neural Information Processing Systems
Apr-24-2026, 14:16:25 GMT
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