It's a bit of a pain, but I've had some luck using isfdb.org. I search for the author, search and click on the desired title, and then check to see if it's in an inexpensive ebook collection.

For example, I see that Asimov's 'The Last Question' is in a giant collection called 'The World Turned Upside Down' which can be found on Amazon for 6$.