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In NIPS 20, 2008.Unknownhttps://www.blogger.com/profile/12245876065186100961noreply@blogger.comtag:blogger.com,1999:blog-19803222.post-46772395212439779262009-06-30T12:31:56.778-06:002009-06-30T12:31:56.778-06:00Concerning your #8
"A Uniqueness Theorem for ...Concerning your #8<br />"A Uniqueness Theorem for Clustering" by Reza Bosagh Zadeh and Shai Ben-David:<br />The fact that fixing k makes the axioms consistent was already shown (implicitly) in the original Kleinberg paper. Another way of making the Kleinberg axioms consistent (without having to fix k) was shown by Ackerman-Ben-David at NIPS08<br />(http://books.nips.cc/papers/files/nips21/NIPS2008_0383.pdf). So the actual contribution of the current UAI paper is not in proposing a consistent version of the axioms but rather in characterizing Single Linkage in a way that sheds light on when should it be the clustering algorithm of choice. Shai Ben-DavidUnknownhttps://www.blogger.com/profile/05130076752590769944noreply@blogger.com