To delete bookmarks:

Click the open-book icon to view the bookmark list.
The left column shows collections like News and Sports, represented by folders. The right column shows individual bookmarks.

Select any bookmarks or collections you want to get rid of, and press Delete.
If you change your mind, choose Edit > Undo Remove Bookmark.