Whenever it feels too low, which is at least a week, sometimes a couple of weeks. Checking and airing up is the same thing, since I've never put the pump on that it didn't need at least 10 or 15 pounds.
But I check by feel every morning before riding to work and usually again before riding home so by that measure, twice daily.