3 code implementations • 28 Dec 2018 • Mikhail Belkin, Daniel Hsu, Siyuan Ma, Soumik Mandal
This connection between the performance and the structure of machine learning models delineates the limits of classical analyses, and has implications for both the theory and practice of machine learning.
no code implementations • ICML 2018 • Mikhail Belkin, Siyuan Ma, Soumik Mandal
Certain key phenomena of deep learning are manifested similarly in kernel methods in the modern "overfitted" regime.