# One Hot Encoding - Given $A = {a_{1}, … , a_{k}}$ - Turn each $a_{v}$ into k dim binary vector $v_{v} \in {0,1}^{k}$ which is 0 everywhere execpt at position v - Symbolic input - k dim one hot vector -