no code implementations • 3 Jan 2020 • Tyler Sam, Jake Williams, Abel Tadesse, Huey Sun, George Montanez
Previous studies have used a specific success metric within an algorithmic search framework to prove machine learning impossibility results.
no code implementations • 23 Dec 2019 • Pedro Sandoval Segura, Julius Lauw, Daniel Bashir, Kinjal Shah, Sonia Sehra, Dominique Macias, George Montanez
Algorithm performance in supervised learning is a combination of memorization, generalization, and luck.