Exactly right, 10mm adhesive trowel on the wall over the dip, also trowel some on the back of the tile to build it out a bit. You can use tile levelling wedges ( or those orange screw type levellers) to help keep it flat( and of course use a spirit level). Push the tile(s) in well at the edges...
