Ask HN: How to buy shares pre-IPO?

Companies set an initial price for their shares at IPO day. Usually on the day they go public the price fluctuates a lot. Is there a way to buy shares at the initial price? For example, airbnb are going public in a few weeks. Does the average Joe have to wait until it's publicly traded?