I spent some (not a lot) time with quantum machine learning algorithms and i agree with many comments that basically say that you are taking a not so sophisticated projection from classical ml onto the quantum realm. Here is an example of an algorithm where you adjust al parameters in O(1) per training example: https://arxiv.org/abs/1804.11326.