no code implementations • 24 Sep 2020 • Benjamin P. Chamberlain, Emanuele Rossi, Dan Shiebler, Suvash Sedhain, Michael M. Bronstein
We show that applying constrained hy-perparameter optimization using only a 10% sample of the data still yields a 91%average improvement in hit rate over the default parameters when applied to thefull datasets.
2 code implementations • Proceedings of the 24th International Conference on World Wide Web 2015 • Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie
This paper proposes AutoRec, a novel autoencoder framework for collaborative filtering (CF).
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