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Quantile Regression for Analyzing Heterogeneity in Ultra-high Dimension. [PDF]
Wang L, Wu Y, Li R.
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Enlarged Inclusion of Subdifferentials
AbstractThis paper studies the integration of inclusion of subdifferentials. Under various verifiable conditions, we obtain that if two proper lower semicontinuous functions f and g have the subdifferential of f included in the γ-enlargement of the subdifferential of g, then the difference of those functions is γ-Lipschitz over their effective domain.
Thibault, Lionel, Zagrodny, Dariusz
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On Second-Order Subdifferentials and Their Applications
SIAM Journal on Optimization, 2001The authors study second-order subdifferentials of extended-real-valued functions. The starting point is the second-order subdifferential introduced by the first author as the coderivative of the first-order subdifferentiable mapping. Beside this, a semiconvex version is introduced as the coderivative of the convexified first-order subdifferential ...
Boris S Mordukhovich, Jiří V Outrata
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The properties of the weak subdifferentials
This paper deals with the weak subdifferentials. The properties of the weak subdifferentials are examined. It is showed that the weak subdifferential of a function having a global minimum is not empty.
KASIMBEYLI, Refail, İNCEOĞLU, Gonca
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?-Subdifferentials in terms of subdifferentials
Set-Valued Analysis, 1996In this note, we give a formula which expresses the e-subdifferential operator of a lower semicontinuous convex proper function on a given Banach space in terms of its subdifferential.
Juan-Enrique Martinez-Legaz +1 more
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$$\varepsilon $$ ε -Subdifferential as an Enlargement of the Subdifferential
Bulletin of the Iranian Mathematical Society, 2018zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Rezaie, Mahboubeh, Mirsaney, Zahra Sadat
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Lower Subdifferentiability and Integration
Set-Valued Analysis, 2002This well written article is devoted to the question of integration of a multivalued operator \(T:X\to 2^{X^*}\), i.e., the problem of finding a function \(f\) such that, for a suitable notion of subdifferential, \(T\subset \partial f\). In this paper, the case where \(T\) is a \((L(x_0))\) multifunction with respect to some \(x_0\in \operatorname {Dom}
Bachir, Mohammed +2 more
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Subdifferentials with respect to dualities
ZOR Zeitschrift f�r Operations Research Methods and Models of Operations Research, 1995Summary: Let \(X\) and \(W\) be two sets and \(\Delta: \overline R^X\to \overline R^W\) a duality (i.e., a mapping \(\Delta: f\in \overline R^X\to f^\Delta\in \overline R^W\) such that \((\inf_{i\in I} f_i)^\Delta= \sup_{i\in I} f^\Delta_i\) for all \(\{f_i\}_{i\in I}\subseteq \overline R^X\) and all index sets \(I\)).
Juan Enrique Martínez-Legaz +1 more
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Subdifferentiability and the Duality Gap
Positivity, 2002zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Gretsky, N. E. +2 more
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ON A PROPERTY OF THE SUBDIFFERENTIAL
Mathematics of the USSR-Sbornik, 1993See the review Zbl 0748.49003.
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