Robust large margin deep neural networks. Zbl 1414.68076
Sokolić, Jure; Giryes, Raja; Sapiro, Guillermo; Rodrigues, Miguel R. D. |
|
2017
|
Wireless information-theoretic security. Zbl 1304.94096
Bloch, Matthieu; Barros, João; Rodrigues, Miguel R. D.; McLaughlin, Steven W. |
|
2008
|
Compressed sensing with prior information: strategies geometry, and bounds. Zbl 1370.94197
Mota, João F. C.; Deligiannis, Nikos; Rodrigues, Miguel R. D. |
|
2017
|
Communications-inspired projection design with application to compressive sensing. Zbl 1260.94010
Carson, William R.; Chen, Minhua; Rodrigues, Miguel R. D.; Calderbank, Robert; Carin, Lawrence |
|
2012
|
Bounds on the number of measurements for reliable compressive classification. Zbl 1414.94508
Reboredo, Hugo; Renna, Francesco; Calderbank, Robert; Rodrigues, Miguel R. D. |
|
2016
|
Generalization error in deep learning. Zbl 1494.68240
Jakubovitz, Daniel; Giryes, Raja; Rodrigues, Miguel R. D. |
|
2019
|
Discrimination on the Grassmann manifold: fundamental limits of subspace classifiers. Zbl 1359.94146
Nokleby, Matthew; Rodrigues, Miguel; Calderbank, Robert |
|
2015
|
A Bregman matrix and the gradient of mutual information for vector Poisson and Gaussian channels. Zbl 1360.94174
Wang, Liming; Carlson, David Edwin; Rodrigues, Miguel R. D.; Calderbank, Robert; Carin, Lawrence |
|
2014
|
Hardware-limited task-based quantization. Zbl 1543.94374
Shlezinger, Nir; Eldar, Yonina C.; Rodrigues, Miguel R. D. |
|
2019
|
Reconstruction of signals drawn from a Gaussian mixture via noisy compressive measurements. Zbl 1394.94482
Renna, Francesco; Calderbank, Robert; Carin, Lawrence; Rodrigues, Miguel R. D. |
|
2014
|
Source separation with side information based on Gaussian mixture models with application in art investigation. Zbl 1543.94347
Sabetsarvestani, Zahra; Renna, Francesco; Kiraly, Franz; Rodrigues, Miguel |
|
2020
|
Adaptive-rate reconstruction of time-varying signals with application in compressive foreground extraction. Zbl 1414.94425
Mota, João F. C.; Deligiannis, Nikos; Sankaranarayanan, Aswin C.; Cevher, Volkan; Rodrigues, Miguel R. D. |
|
2016
|
Asymptotic task-based quantization with application to massive MIMO. Zbl 1543.94373
Shlezinger, Nir; Eldar, Yonina C.; Rodrigues, Miguel R. D. |
|
2019
|
Filter design with secrecy constraints: the MIMO Gaussian wiretap channel. Zbl 1393.94411
Reboredo, Hugo; Xavier, João; Rodrigues, Miguel R. D. |
|
2013
|
Multi-modal dictionary learning for image separation with application in art investigation. Zbl 1409.94108
Deligiannis, Nikos; Mota, João F. C.; Cornelis, Bruno; Rodrigues, Miguel R. D.; Daubechies, Ingrid |
|
2017
|
Source separation with side information based on Gaussian mixture models with application in art investigation. Zbl 1543.94347
Sabetsarvestani, Zahra; Renna, Francesco; Kiraly, Franz; Rodrigues, Miguel |
|
2020
|
Generalization error in deep learning. Zbl 1494.68240
Jakubovitz, Daniel; Giryes, Raja; Rodrigues, Miguel R. D. |
|
2019
|
Hardware-limited task-based quantization. Zbl 1543.94374
Shlezinger, Nir; Eldar, Yonina C.; Rodrigues, Miguel R. D. |
|
2019
|
Asymptotic task-based quantization with application to massive MIMO. Zbl 1543.94373
Shlezinger, Nir; Eldar, Yonina C.; Rodrigues, Miguel R. D. |
|
2019
|
Robust large margin deep neural networks. Zbl 1414.68076
Sokolić, Jure; Giryes, Raja; Sapiro, Guillermo; Rodrigues, Miguel R. D. |
|
2017
|
Compressed sensing with prior information: strategies geometry, and bounds. Zbl 1370.94197
Mota, João F. C.; Deligiannis, Nikos; Rodrigues, Miguel R. D. |
|
2017
|
Multi-modal dictionary learning for image separation with application in art investigation. Zbl 1409.94108
Deligiannis, Nikos; Mota, João F. C.; Cornelis, Bruno; Rodrigues, Miguel R. D.; Daubechies, Ingrid |
|
2017
|
Bounds on the number of measurements for reliable compressive classification. Zbl 1414.94508
Reboredo, Hugo; Renna, Francesco; Calderbank, Robert; Rodrigues, Miguel R. D. |
|
2016
|
Adaptive-rate reconstruction of time-varying signals with application in compressive foreground extraction. Zbl 1414.94425
Mota, João F. C.; Deligiannis, Nikos; Sankaranarayanan, Aswin C.; Cevher, Volkan; Rodrigues, Miguel R. D. |
|
2016
|
Discrimination on the Grassmann manifold: fundamental limits of subspace classifiers. Zbl 1359.94146
Nokleby, Matthew; Rodrigues, Miguel; Calderbank, Robert |
|
2015
|
A Bregman matrix and the gradient of mutual information for vector Poisson and Gaussian channels. Zbl 1360.94174
Wang, Liming; Carlson, David Edwin; Rodrigues, Miguel R. D.; Calderbank, Robert; Carin, Lawrence |
|
2014
|
Reconstruction of signals drawn from a Gaussian mixture via noisy compressive measurements. Zbl 1394.94482
Renna, Francesco; Calderbank, Robert; Carin, Lawrence; Rodrigues, Miguel R. D. |
|
2014
|
Filter design with secrecy constraints: the MIMO Gaussian wiretap channel. Zbl 1393.94411
Reboredo, Hugo; Xavier, João; Rodrigues, Miguel R. D. |
|
2013
|
Communications-inspired projection design with application to compressive sensing. Zbl 1260.94010
Carson, William R.; Chen, Minhua; Rodrigues, Miguel R. D.; Calderbank, Robert; Carin, Lawrence |
|
2012
|
Wireless information-theoretic security. Zbl 1304.94096
Bloch, Matthieu; Barros, João; Rodrigues, Miguel R. D.; McLaughlin, Steven W. |
|
2008
|