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Picture for Hamed Firouzi

Two-stage Sampling, Prediction and Adaptive Regression via Correlation Screening (SPARCS)

Oct 02, 2016
Hamed Firouzi, Alfred Hero, Bala Rajaratnam

* To appear in IEEE Transactions on Information Theory. 40 Pages. arXiv admin note: text overlap with arXiv:1303.2378 

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Spectral Correlation Hub Screening of Multivariate Time Series

Apr 09, 2014
Hamed Firouzi, Dennis Wei, Alfred O. Hero III

* 32 pages, To appear in Excursions in Harmonic Analysis: The February Fourier Talks at the Norbert Wiener Center 

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Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension

Apr 10, 2013
Hamed Firouzi, Bala Rajaratnam, Alfred Hero

* 31 pages, 9 figures, Appearing in Proceedings of the 16th International Conference on Artificial Intelligence and Statistics (AISTATS) 

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