Sobolev Training with Approximated Derivatives for Black-Box Function Regression with Neural Networks

Matthias Kissel, Klaus Diepold. Sobolev Training with Approximated Derivatives for Black-Box Function Regression with Neural Networks. In Ulf Brefeld, Élisa Fromont, Andreas Hotho, Arno J. Knobbe, Marloes H. Maathuis, Céline Robardet, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part II. Volume 11907 of Lecture Notes in Computer Science, pages 399-414, Springer, 2019. [doi]

Abstract

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