An Information-Theoretic Justification for Model Pruning

Berivan Isik, Tsachy Weissman, Albert No. An Information-Theoretic Justification for Model Pruning. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 3821-3846, PMLR, 2022. [doi]

Abstract

Abstract is missing.