Department of Computer Science, Stanford University, Stanford, CA, USA; Department of Electrical Engineering, Stanford University, Stanford, CA, USA; Department of Computer Science and Engineering, Zhejiang University, Hangzhou, P.R.China; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA; Department of Statistics, Columbia University, New York, NY, USA
Weixin Liang, Yining Mao, Yongchan Kwon, Xinyu Yang, James Zou
Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations