All the time, no problem. Makes the shoe lighter, lower to the ground, a more stable feel. Know that a lot of people (especially those who haven't tried it) will disagree.
There's plenty of of shockabsorbtion in a good shoe without the insoles. Notice that you might be able to/have to go a size smaller for the best fit.