Maximum A Posteriori

Maximum A Posteriori (MAP) Estimation

Tries to maximize the posterior.

$$\text{argmax}_\theta f(\theta | x_1, x_2, x_3 \cdots)$$

Can be thought of as "regularized" MLE (?)