Married Filing jointly or separately?

I have taxes that I owe on (about $2800) from previous years.  I just got married. Should I file jointly or separately from my husband? I make significantly more than he does...I make about $95k and he makes about $26k. I also get to claim my son this year and he will not claim his children.