Now showing items 1-4 of 4

    • 2014 Data Expeditions Call for Proposals 

      Reiter, Jerome P.; Calderbank, Robert (2015-11-30)
    • 2015 Call for Proposals 

      Bendich, Paul L; Calderbank, Robert; Reiter, Jerome P. (2015)
    • Communications inspired linear discriminant analysis 

      Calderbank, R; Carin, Lawrence; Carson, W; Chen, M; Rodrigues, Miguel (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 ...
    • Communications-inspired projection design with application to compressive sensing 

      Calderbank, R; Carin, Lawrence; Carson, WR; Chen, M; Rodrigues, Miguel (SIAM Journal on Imaging Sciences, 2012-12-01)
      We consider the recovery of an underlying signal x ∈ ℂm based on projection measurements of the form y = Mx+w, where y ∈ ℂℓ and w is measurement noise; we are interested in the case ℓ ≪ m. It is assumed that the signal model ...