Parameter Matrix

#Math

$$\displaystyle \theta=

\begin{pmatrix}
b \\w_{1} \\\vdots \\w_{D}
\end{pmatrix}
$$

• We redefine $\displaystyle w$ to include the bias $\displaystyle b$