ml-notes
A collection of mathematical notes about various machine-learning related topics.
Supervised Learning
Dangers of L2 loss
Causality and its implications for supervised learning
Probability and Information Theory
Decomposition of uncertainty into aleatoric and epistemic terms
Reinforcement Learning
The Applicability Limits of Rejection-Sampling Fine-Tuning