first principles

Computational Complexity of Binary Classification

14 min read · May 03, 2026

2026
Paper Review: How Does Machine Learning Manage Complexity?

7 min read · April 28, 2026

2026
Benign overfitting in linear regression

7 min read · April 20, 2026

2026
Where do square roots come from?

5 min read · April 09, 2026

2026
Faster than O(1/\sqrt{n}) rate for agnostic learning?

2 min read · April 02, 2026

2026