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20202026
most citedThe good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective

18 citations · 56 across the 18 of their papers we have counts for

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math.OC2022★ 2 cited

Provable Acceleration of Heavy Ball beyond Quadratics for a Class of Polyak-Łojasiewicz Functions when the Non-Convexity is Averaged-Out

Jun-Kun Wang, Chi-Heng Lin, Andre Wibisono +1

Heavy Ball (HB) nowadays is one of the most popular momentum methods in non-convex optimization. It has been widely observed that incorporating the Heavy Ball dynamic in gradient-b…