This works for IE and Firefox. Chrome does not work. There is a bug submitted for this on ChromeDriver project.
Meanwhile, the get around for the chrome is to implement what Joey V. and Coder323 suggested.
ChromeOptions options = new ChromeOptions(); options.addArgument("--start-maximized"); driver = new ChromeDriver(options);