Well, I am revisiting this question, because I came across an Apple Support FAQ on the subject, and it said that deleting a photo from the iPad would delete the photo from iCloud Photo Library. But, then again, another user posted that he knew a way around that happening.
SO ... for right now just remember that "iCloud Photo Library" is in beta and if you use it, that means you have agreed to be a "beta tester" for this service and you'll report to Apple any problems or bugs. And also remember that being in "beta" means that you can lose your photos at any time (that are in iCloud Photo Library") and there is no way Apple will get them back to you. You have been warned now!
ALSO ... be aware that if you use "iCloud Photo Library" that you will have NO BACKUP in the "iCloud Backup" that you may have been using in the past (as I have been using in the past and was depending on it to insure my photos would be safe). When using "iCloud Photo Library" it turns OFF your "iCloud Backup" for your photos!
Here's the Apple Support document ...
iCloud Photo Library Beta FAQ
http://support.apple.com/kb/HT6378