Can I run an Android emulator (with GUI) on a headless Linux server?

I have a hosted server that runs the Ubuntu server, and I was wondering if there was a way to run Android applications and get access to the Android GUI remotely, such as with a remote desktop. Also, is there a way to set up this without installing a complete GUI on the remote server to preserve resources?