Hold shift while starting osu! until configuration window pops up. From there you can disable compatibility mode and start the game.
If the window doesn't open for whatever reason. Inside your osu! folder edit the file osu!.pcname.cfg in any text editor and set the line "CompatibilityContext" equal to 0. Save the file then start the game.