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

Published in:	Mathematics
Main Authors:	Andrei Konstantinov, Lev Utkin, Vladimir Muliukha
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Subjects:	neural network hard constraints star-shaped region Ray marching classification
Online Access:	https://www.mdpi.com/2227-7390/12/23/3788