Juan A. Bazerque, Ph.D.
Affiliations: | 2013 | Electrical Engineering | University of Minnesota, Twin Cities, Minneapolis, MN |
Area:
Electronics and Electrical Engineering, Bioinformatics BiologyGoogle:
"Juan Bazerque"Parents
Sign in to add mentor| Georgios B. Giannakis | grad student | 2013 | UMN | |
| (Leveraging Sparsity for Genetic and Wireless Cognitive Networks.) | ||||
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Publications
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| Kim S, Dall’Anese E, Bazerque JA, et al. (2014) Advances in Spectrum Sensing and Cross-Layer Design for Cognitive Radio Networks Academic Press Library in Signal Processing. 2: 471-502 |
| Cai X, Bazerque JA, Giannakis GB. (2013) Inference of gene regulatory networks with sparse structural equation models exploiting genetic perturbations. Plos Computational Biology. 9: e1003068 |
| Bazerque JA, Mateos G, Giannakis GB. (2013) Rank regularization and bayesian inference for tensor completion and extrapolation Ieee Transactions On Signal Processing. 61: 5689-5703 |
| Bazerque JA, Giannakis GB. (2013) Nonparametric basis pursuit via sparse kernel-based learning: A unifying view with advances in blind methods Ieee Signal Processing Magazine. 30: 112-125 |
| Bazerque JA, Mateos G, Giannakis GB. (2013) Inference of Poisson count processes using low-rank tensor data Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5989-5993 |
| Bazerque JA, Baingana B, Giannakis GB. (2013) Identifiability of sparse structural equation models for directed and cyclic networks 2013 Ieee Global Conference On Signal and Information Processing, Globalsip 2013 - Proceedings. 839-842 |
| Bazerque JA, Mateos G, Giannakis GB. (2012) Nonparametric low-rank tensor imputation 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 876-879 |
| Dall'Anese E, Bazerque JA, Giannakis GB. (2012) Group sparse Lasso for cognitive network sensing robust to model uncertainties and outliers Physical Communication. 5: 161-172 |
| Bazerque JA, Mateos G, Giannakis GB. (2011) Group-Lasso on splines for spectrum cartography Ieee Transactions On Signal Processing. 59: 4648-4663 |
| Dall'Anese E, Bazerque JA, Zhu H, et al. (2011) Group sparse total least-squares for cognitive spectrum sensing Ieee Workshop On Signal Processing Advances in Wireless Communications, Spawc. 96-100 |