Imposing Star-Shaped Hard Constraints on the Neural Network Output

A problem of imposing hard constraints on the neural network output can be met in many applications. We propose a new method for solving this problem for non-convex constraints that are star-shaped. A region produced by constraints is called star-shaped when there exists an origin in the region from...

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Bibliographic Details
Main Authors: Andrei Konstantinov, Lev Utkin, Vladimir Muliukha
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/23/3788
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