Before revision:  In addition, it does not require any prior knowledge on how the objective function is parametrized, since it automatically adjusts its per-coordinate learning rate.
After revision:  In addition, it does not require any prior knowledge on how the objective function is parametrized, since they automatically adjust their per-coordinate learning rate.