Jason CapehartinTowards Data ScienceKiss Your Bias Goodbye: Is the Fundamental Theory of Supervised Learning Incomplete?Deep Learning’s Apparent Violation of the Bias-Variance Tradeoff Sparks Questions for All Predictive ModelingApr 19, 20221Apr 19, 20221
Jason CapehartinTowards Data ScienceCan Economic Justice Be Colorblind?Fair Machine Learning Can Shed Light on Institutional Racism in LendingJun 12, 20201Jun 12, 20201
Jason CapehartinTowards Data ScienceBillion Dollar Data ScienceHow to prevent costly failures in high-risk data science applicationsJan 16, 20202Jan 16, 20202