As per Lawkidunya, you can’t avoid the marriage penalty by filing separate returns. This will usually cost you more in taxes. So if you’re in a state where you’d incur a marriage penalty and can’t avoid it, the best thing you can do is offset it. You may want to start by looking into itemized deductions.