Bias Variance Tradeoff
On the Bias-Variance Tradeoff: Textbooks Need an Update A Modern Perspective Posted on January 5, 2020(Neal 2020) TL;DR: It is not always necessary to trade bias for variance when increasing model complexity.
References
Neal, Brady. 2020. “On the Bias-Variance Tradeoff: Textbooks Need an Update (Blog Post).” https://www.bradyneal.com/bias-variance-tradeoff-textbooks-update.