continuous function
A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization
We study the set of continuous functions that admit no spurious local optima (i.e.
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Structure of universal formulas
We introduce a hierarchy of expressiveness classes connecting the global approximability property to the weaker property of infinite VC dimension, and prove a series of classification results for several increasingly complex functional families.
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Demystifying Black-box Models with Symbolic Metamodels
Ahmed M. Alaa, Mihaela van der Schaar
Typically,G would be set as the class of all arithmetic, polynomial, algebraic, closed-form, or analytic expressions.
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.47)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
