Tied boltzmann machines for cold start recommendations

  • Gunawardana A
  • Meek C
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Abstract

We describe a novel statistical model, the tied Boltzmann machine, for combining collaborative and content information for recommendations. In our model, pairwise interactions between items are captured through a Boltzmann machine, whose parameters are ...

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Authors

  • Asela Gunawardana

  • Christopher Meek

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