Browsing by Author "Rodrigues, M"
Now showing items 1-2 of 2
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Communications inspired linear discriminant analysis
(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 ... -
Generalized Bregman Divergence and Gradient of Mutual Information for Vector Poisson Channels
(2013 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2013)
