I've used the Scotch extreme mount tape with success before.

Make sure the tile is clean and dry (give it a wipe with rubbing alcohol) don't go over the grout lines, cut the tape. The trick is you need to find a way to keep it under pressure for the first little while, like you'd use a clamp on glue.