Understanding Generalization Through Visualizations

W. Ronny Huang, Zeyad Emam, Micah Goldblum, Liam Fowl, Justin K. Terry, Furong Huang, Tom Goldstein. Understanding Generalization Through Visualizations. In Jessica Zosa Forde, Francisco J. R. Ruiz, Melanie F. Pradier, Aaron Schein, editors, "I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual, December 12, 2020. Volume 137 of Proceedings of Machine Learning Research, pages 87-97, PMLR, 2020. [doi]