Is there a solution to this problem?

Is there a solution to this problem happening to everybody with a compact crankset. The problem is the chain rubbing against the large chainring while using the smallest three cogs and small chainring. Any ideas on how to fix this problem it's driving me crazy the rattling and i don't want to use the large chainring because its a 53T and eventually it just gets to hard. The cadence just isn't right if you have a solution please tell me. I've already taken it to performance bicycle and the mechanic said there's nothing you can do but there's got to be.