Seems to be possible with JQuery's ajax function by specifying
type: "put"
or
type: "delete"
and is not not supported by all browsers, but most of them.
Check out this question for more info on compatibility:
Are the PUT, DELETE, HEAD, etc methods available in most web browsers?