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20222026
most citedTight convergence rates of the gradient method on smooth hypoconvex functions

2 citations · 2 across the 12 of their papers we have counts for

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cs.LG2022

A two-level machine learning framework for predictive maintenance: comparison of learning formulations

Valentin Hamaide, Denis Joassin, Lauriane Castin +1

Predicting incoming failures and scheduling maintenance based on sensors information in industrial machines is increasingly important to avoid downtime and machine failure. Differe…

math.OC2022★ 2 cited

Tight convergence rates of the gradient method on smooth hypoconvex functions

Teodor Rotaru, François Glineur, Panagiotis Patrinos

We perform the first tight convergence analysis of the gradient method with varying step sizes when applied to smooth hypoconvex (weakly convex) functions. Hypoconvex functions are…