Pedophiles go where the kids are. And married men can be pedophiles too (gay or straight).
I have four American-English dictionaries covering words for over 125 years. Only the most recently-published dictionary has dropped the word "pederast". Pederast means sex between men and young boys.
When I contacted my neighbor about this (Liberal of course—Wisconsin Academia), he ridiculed the use of the word. Even Howie Carr gave up after a few uses during the Velvet Mafia crisis.
Continuing to use "pedophile" where "pederast" is spot-on, will obfuscate this discussion forever.