Global Convergence of Sobolev Training for Overparameterized Neural Networks

Jorio Cocola, Paul Hand. Global Convergence of Sobolev Training for Overparameterized Neural Networks. In Giuseppe Nicosia, Varun Kumar Ojha, Emanuele La Malfa, Giorgio Jansen, Vincenzo Sciacca, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton, editors, Machine Learning, Optimization, and Data Science - 6th International Conference, LOD 2020, Siena, Italy, July 19-23, 2020, Revised Selected Papers, Part I. Volume 12565 of Lecture Notes in Computer Science, pages 574-586, Springer, 2020. [doi]

Abstract

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