Justin Bieber Throwing Private Coachella Party at Festival Fairgrounds

Justin Bieber's trying something new at Coachella this year ... hosting a private party for his wife and some Hollywood friends ... and it's on the festival fairgrounds. Sources familiar with the situation tell TMZ ... Justin goes to Coachella…