The paper on the magic barrier of recommender systems (which I wrote about just before going to the conference), won the Springer Best Paper Award at UMAP 2012. Here is a listing of all papers that won awards at UMAP.

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And here are the slides from the presentation

Users and Noise: Estimating the Magic Barrier of Recommender Systems from Alan Said

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