How the Kera

Sons IIT Madras IM$...$

My Grammarly $-$ Gr$...$

$1$ point possible $($graded$)$

Recall that the original Perceptron Algorithm is given as the following:

Perceptron $(\{(x^{(i)},y^{(i)}),i=1,$dots,$n\},T)$ :

initialize $=0(vector)$;

for $t=1,$dots,$T$

for $i=1,$dots,$n$

$if{y}^{(i)}(*x^{(i)})0$

then update $=+y^{(i)}{x}^{(i)}$

In the lecture, it was introduced that we can always express $$ as

$={\displaystyle \underset{j=1}{\overset{n}{}}}{}_j{y}^{(j)}(x^{(j)})$

where values of ${}_1,$dots,${}_n$ may vary at each step of the algorithm. In other words, we can reformulate the