Topological Insights into Sparse Neural Networks

Shiwei Liu, Tim van der Lee, Anil Yaman, Zahra Atashgahi, Davide Ferraro, Ghada Sokar, Mykola Pechenizkiy, Decebal Constantin Mocanu. Topological Insights into Sparse Neural Networks. In Frank Hutter, Kristian Kersting, Jefrey Lijffijt, Isabel Valera, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part III. Volume 12459 of Lecture Notes in Computer Science, pages 279-294, Springer, 2020. [doi]

Abstract

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