Collin Coil, Nick Cheney. What Makes Freezing Layers in Deep Neural Networks Effective? A Linear Separability Perspective. In Leman Akoglu, Carola Doerr, Jan N. van Rijn, Roman Garnett, Jacob R. Gardner, editors, Proceedings of the International Conference on Automated Machine Learning (AutoML 2025), 8-11 September 2025, Cornell Tech, New York, NY, USA. Volume 293 of Proceedings of Machine Learning Research, PMLR, 2025. [doi]
Abstract is missing.