In theory I can. I haven't tried to - my wand showed up and promptly got locked in a safe I went out and bought. The knowledge is all there in my head but I don't want to use it. I want my life here to be as far from the man I see myself turning into there as I can get it to be.
I'm not sure whether to count myself lucky or not that there's no university in my dreams for wizards.