Step 1: Attach clamp piece to wall using srews, nails or command strips.
Step 2: Glue felt sheets like this to the outer piece and wrap it all the way around the edges.
Step 3: Press fit the outer piece onto the part hanging on the wall.

The felt should make up the gap in between the parts and cause a snug fit. Let me know if you have any problems :)