Thanks to @epascarello, I looked into the styles used for these, and the following does the work:

.slider-navigation-previous {
    width: 80px;
    height: 80px;
}
.slider-navigation-next {
    width: 80px;
    height: 80px;
}

Or any other size than 80px for whatever size you want it