Guoyin Li | DeepAI

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Ting Kei Pong
12 publications
Peiran Yu
2 publications

research

∙ 02/10/2019

Deducing Kurdyka-Łojasiewicz exponent via inf-projection

Kurdyka-Łojasiewicz (KL) exponent plays an important role in estimating ...

0 Peiran Yu, et al. ∙

research

∙ 02/09/2016

Calculus of the exponent of Kurdyka-Łojasiewicz inequality and its applications to linear convergence of first-order methods

In this paper, we study the Kurdyka-Łojasiewicz (KL) exponent, an import...

0 Guoyin Li, et al. ∙

research

∙ 09/30/2014

Douglas-Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems

We adapt the Douglas-Rachford (DR) splitting method to solve nonconvex f...

0 Guoyin Li, et al. ∙

research

∙ 07/03/2014

Global convergence of splitting methods for nonconvex composite optimization

We consider the problem of minimizing the sum of a smooth function h wit...

0 Guoyin Li, et al. ∙