43 citations · 80 across the 3 of their papers we have counts for
4 papers · 1 filter
Bounds on the Number of Measurements for Reliable Compressive Classification
Hugo Reboredo, Francesco Renna, Robert Calderbank +1
This paper studies the classification of high-dimensional Gaussian signals from low-dimensional noisy, linear measurements. In particular, it provides upper bounds (sufficient cond…
Compressive Classification of a Mixture of Gaussians: Analysis, Designs and Geometrical Interpretation
Hugo Reboredo, Francesco Renna, Robert Calderbank +1
This paper derives fundamental limits on the performance of compressive classification when the source is a mixture of Gaussians. It provides an asymptotic analysis of a Bhattachar…
Filter Design with Secrecy Constraints: The MIMO Gaussian Wiretap Channel
Hugo Reboredo, João Xavier, Miguel R. D. Rodrigues
This paper considers the problem of filter design with secrecy constraints, where two legitimate parties (Alice and Bob) communicate in the presence of an eavesdropper (Eve), over…
Compressive Classification
Hugo Reboredo, Francesco Renna, Robert Calderbank +1
This paper derives fundamental limits associated with compressive classification of Gaussian mixture source models. In particular, we offer an asymptotic characterization of the be…