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20192022
most citedEscaping from saddle points on Riemannian manifolds

14 citations · 14 across the 3 of their papers we have counts for

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math.OC2020

A short note on solving box inequality and linear equality constrained optimization problem

Yue Sun

This paper discusses a special kind of convex constrained optimization problem, whose constraints consist of box inequalities and linear equalities. For this problem, in addition t…

math.OC2019★ 14 cited

Escaping from saddle points on Riemannian manifolds

Yue Sun, Nicolas Flammarion, Maryam Fazel

We consider minimizing a nonconvex, smooth function on a Riemannian manifold . We show that a perturbed version of Riemannian gradient descent algorithm converges…