How to take pictures of Las Vegas lights at night without a tripod?

I am not a beginner at photography but definitely a novice. I have a compact digital camera with quite a few settings options. A tripod is out of the question, so how do I get decent shots with a fast shutter speed to eliminate blur from camera shake? The camera does have image stabilization but I'm not too sure how effective it will be.