Remove your photos from the current stack and put them into the Trash.
Select your photos or the stack to move to the Trash
Open the menu Photo\Move to Trash...
Or, press the [Delete] key in OSX or [Backspace] key in Windows
Note: Photos are removed from the current stack and their files are moved to the Trash. You can go the Trash later to restore your photos if you delete them by mistake.