The ice blocks have to be slightly angled on the first level.

Image Credit: Imgur
Keep going around and around, making sure the blocks tilt slightly. You may need some supports until the blocks freeze together.

Image Credit: Imgur

Image Credit: Imgur
The ‘mortar’ is just a slush from the snow and ice.

Image Credit: Imgur