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Applied Science & Technology Full Text (H.W. Wilson)

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Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions.

• Authors : Bianchi, Pascal; Hachem, Walid; Schechtman, Sholom

Subjects: CONVEX functions; NONSMOOTH optimization; SADDLERYDAVIS (Calif.)

• Source: Mathematics of Operations Research. Aug2024, Vol. 49 Issue 3, p1761-1790. 30p.

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Applied Science & Technology Full Text (H.W. Wilson)

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A simple method for convex optimization in the oracle model.

• Authors : Dadush, Daniel (AUTHOR); Hojny, Christopher (AUTHOR); Huiberts, Sophie (AUTHOR)

Subjects: CONVEX sets; CONVEX functions; MACHINE learning

• Source: Mathematical Programming. Jul2024, Vol. 206 Issue 1/2, p283-304. 22p.

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Applied Science & Technology Full Text (H.W. Wilson)

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A hybrid patch decomposition approach to compute an enclosure for multi-objective mixed-integer convex optimization problems.

• Authors : Eichfelder, Gabriele (AUTHOR); Warnow, Leo (AUTHOR)

Subjects: APPROXIMATION algorithms; CONVEX functions; INTEGERS

• Source: Mathematical Methods of Operations Research. Aug2024, Vol. 100 Issue 1, p291-320. 30p.

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Applied Science & Technology Full Text (H.W. Wilson)

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Applied Science & Technology Full Text (H.W. Wilson)

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Applied Science & Technology Full Text (H.W. Wilson)

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Characterizations of convex functions by level sets.

• Authors : Kánnai, Zoltán¹ (AUTHOR)

Subjects: CONVEX functions; SET functions

• Source: Central European Journal of Operations Research. Dec2024, Vol. 32 Issue 4, p1035-1040. 6p.

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