AlgorithmicInstabilities ofAcceleratedGradientDescent
–Neural Information Processing Systems
We disprove this conjecture and show,fortwonotions ofalgorithmic stability (including uniform stability), that the stability of Nesterov's accelerated method in fact deteriorates exponentiallyfast withthenumberofgradientsteps.
Neural Information Processing Systems
Feb-7-2026, 10:04:10 GMT
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