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Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation.

, , and . IEEE Trans. Inf. Theory, 57 (9): 6222-6235 (2011)

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Compressed Sensing Vs. Active Learning., , and . ICASSP (3), page 820-823. IEEE, (2006)Improved bounds for sparse recovery from adaptive measurements., , and . ISIT, page 1563-1567. IEEE, (2010)Coarse-to-fine manifold learning image processing example., , and . ICASSP (3), page 992-995. IEEE, (2004)Minimax Bounds for Active Learning., and . COLT, volume 4539 of Lecture Notes in Computer Science, page 5-19. Springer, (2007)Minimax Bounds for Active Learning., and . IEEE Trans. Inf. Theory, 54 (5): 2339-2353 (2008)Likelihood based hierarchical clustering., , and . IEEE Trans. Signal Process., 52 (8): 2308-2321 (2004)Adaptive Sensing of Congested Spectrum Bands, , and . CoRR, (2012)Compressed sensing in noisy imaging environments., , and . Computational Imaging, volume 6065 of SPIE Proceedings, page 606507. SPIE, (2006)Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation., , and . IEEE Trans. Inf. Theory, 57 (9): 6222-6235 (2011)Adaptive Sensing for Estimation of Structured Sparse Signals., and . IEEE Trans. Inf. Theory, 61 (4): 2060-2080 (2015)