Tap on the three-dotted icon at the top, and select "Shared Album Details". You will be able to view a list of all current subscribers. Tap on a person's name and hit "Resend Invitation".
Apple is taking that to the next level now, with the release of a list of it 100 best albums of all time. You can find a link ...