6 citations · 9 across the 13 of their papers we have counts for
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math.OC2018★ 1 cited
Subregularity of subdifferential mappings relative to the critical set and KL property of exponent 1/2
Shaohua Pan, Yulan Liu
For a proper extended real-valued function, this work focuses on the relationship between the subregularity of its subdifferential mapping relative to the critical set and its KL p…
stat.ML2018★ 1 cited
Equivalent Lipschitz surrogates for zero-norm and rank optimization problems
Yulan Liu, Shujun Bi, Shaohua Pan
This paper proposes a mechanism to produce equivalent Lipschitz surrogates for zero-norm and rank optimization problems by means of the global exact penalty for their equivalent ma…
math.OC2018
Strong calmness of perturbed KKT system for a class of conic programming with degenerate solutions
Yulan Liu, Shaohua Pan
This paper is concerned with the strong calmness of the KKT solution mapping for a class of canonically perturbed conic programming, which plays a central role in achieving fast co…