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    • Communications inspired linear discriminant analysis 

      Chen, M; Carson, W; Rodrigues, M; Calderbank, R; Carin, L (Proceedings of the 29th International Conference on Machine Learning, ICML 2012, 2012-10-10)
      We study the problem of supervised linear dimensionality reduction, taking an information-theoretic viewpoint. The linear projection matrix is designed by maximizing the mutual information between the projected signal and ...