NO its not possible to track back your tablet without installing any tracking app in that. Nowadays many tracking app are available in the market, so you should try them to prevent your device for next time.
It will try to email the location of your phone/tablet to your gmail account, using cell tower locations and/or GPS.
May not work if your tablet does not have 3G or GPS.