Mutual Information

Jensen's Inequality

Reinforcement Learning, by the Book

Monte Carlo And Off-Policy Methods | Reinforcement Learning Part 3

The Boundary of Computation

Is the Future of Linear Algebra.. Random?

Function Approximation | Reinforcement Learning Part 5

Why Do Neural Networks Love the Softmax?

The Fisher Information

Gaussian Processes

Why Do Tree Based-Models Outperform Neural Nets on Tabular Data?

Bellman Equations, Dynamic Programming, Generalized Policy Iteration | Reinforcement Learning Part 2

Jensen's Inequality

The Kelly Criterion

Linear Regression in 12 minutes

The Most Important (and Surprising) Result from Information Theory