A first step to convolutive sparse representation. - Hamed Firouzi; Massoud Babaie-Zadeh; Aria Ghasemian Sahebi; Christian Jutten (ICASSP, 2008)

Approximate Sparse Decomposition Based on Smoothed L0-Norm - Hamed Firouzi; Masoud Farivar; Massoud Babaie-Zadeh; Christian Jutten (CoRR, 2008)

Image Denoising Using Sparse Representations. - Seyyed Majid Valiollahzadeh; Hamed Firouzi; Massoud Babaie-Zadeh; Christian Jutten (ICA, 2009)

The capacity region of the parallel partially cooperative relay broadcast channel with unmatched degraded subchannels. - Reza Khosravi-Farsani; Mahtab Mirmohseni; Bahareh Akhbari; Hamed Firouzi; Mohammad Reza Aref (ISIT, 2009)

Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension. - Hamed Firouzi; Bala Rajaratnam; Alfred O. Hero III (AISTATS, 2013)

Two-stage variable selection for molecular prediction of disease. - Hamed Firouzi; Bala Rajaratnam; Alfred O. Hero III (CAMSAP, 2013)

Spatio-temporal analysis of Gaussian WSS processes via complex correlation and partial correlation screening. - Hamed Firouzi; Dennis L. Wei; Alfred O. Hero III (GlobalSIP, 2013)

Spectral Correlation Hub Screening of Multivariate Time Series. - Hamed Firouzi; Dennis L. Wei; Alfred O. Hero III (CoRR, 2014)

Non-parametric quickest change detection for large scale random matrices. - Taposh Banerjee; Hamed Firouzi; Alfred O. Hero III (ISIT, 2015)

Two-stage Sampling, Prediction and Adaptive Regression via Correlation Screening (SPARCS). - Hamed Firouzi; Bala Rajaratnam; Alfred O. Hero III (CoRR, 2015)

Two-Stage Sampling, Prediction and Adaptive Regression via Correlation Screening. - Hamed Firouzi; Alfred O. Hero III; Bala Rajaratnam (IEEE Trans. Inf. Theory, 2017)

Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices. - Taposh Banerjee; Hamed Firouzi; Alfred O. Hero III (IEEE Trans. Signal Process., 2018)