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Dppl

Discriminative Probabilistic Prototype Learning

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DPPL

Discriminative Probabilistic Prototype Learning (DPPL). Implements the Discriminative Probabilistic Prototype Learning framework of Bonilla and and Robles-Kelly (ICML, 2012).

Author:

Edwin V. Bonilla Last update: April 17th, 2013

Main Contents

  1. learn_dppl.m: Learns the DPPL model.
  2. predict_dppl.m: Makes predictions on new data-points for the DPPL model.
  3. test_dppl.m: A toy example demonstrating the use of the DPPL package

References

[1] Edwin V. Bonilla, and Antonio Robles-Kelly. Discriminative Probabilistic Prototype Learning. International Conference on Machine Learning (ICML), 2012.