Reboredo, Hugo; Renna, Francesco; Calderbank, Robert; Rodrigues, Miguel R. D. Bounds on the number of measurements for reliable compressive classification. (English) Zbl 1414.94508 IEEE Trans. Signal Process. 64, No. 22, 5778-5793 (2016). MSC: 94A12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sokolić, Jure; Renna, Francesco; Calderbank, Robert; Rodrigues, Miguel R. D. Mismatch in the classification of linear subspaces: sufficient conditions for reliable classification. (English) Zbl 1414.94576 IEEE Trans. Signal Process. 64, No. 12, 3035-3050 (2016). MSC: 94A12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Renna, Francesco; Wang, Liming; Yuan, Xin; Yang, Jianbo; Reeves, Galen; Calderbank, Robert; Carin, Lawrence; Rodrigues, Miguel R. D. Classification and reconstruction of high-dimensional signals from low-dimensional features in the presence of side information. (English) Zbl 1359.94162 IEEE Trans. Inf. Theory 62, No. 11, 6459-6492 (2016). MSC: 94A12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Rodrigues, Miguel; Nokleby, Matthew; Renna, Francesco; Calderbank, Robert Compressive classification: where wireless communications meets machine learning. (English) Zbl 1332.94011 Boche, Holger (ed.) et al., Compressed sensing and its applications. MATHEON workshop, Berlin, Germany, December 2013. Cham: Birkhäuser/Springer (ISBN 978-3-319-16041-2/hbk; 978-3-319-16042-9/ebook). Applied and Numerical Harmonic Analysis, 451-468 (2015). MSC: 94A05 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Renna, Francesco; Calderbank, Robert; Carin, Lawrence; Rodrigues, Miguel R. D. Reconstruction of signals drawn from a Gaussian mixture via noisy compressive measurements. (English) Zbl 1394.94482 IEEE Trans. Signal Process. 62, No. 9, 2265-2277 (2014). MSC: 94A12 62M20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv