Biliary atresia is a rare disease of infancy, which has changed within 30 years from being fatal
to being a disorder for which effective palliative surgery or curative liver transplantation, or …

… In particular, as a consequence of the classic coupon collector problem, we need at least
O(M log M) observations simply to ensure that we observe each row at least once. (If N>M, the …

BACKGROUND/PURPOSE: The natural history of parenchymal lung lesions such as congenital
cystic adenomatoid malformation (CCAM) and pulmonary sequestration (PS) has been …

We give a simple technique for verifying the Restricted Isometry Property (as introduced by
Candès and Tao) for random matrices that underlies Compressed Sensing. Our approach …

The authors present a new approach to building simpler, smaller, and cheaper digital
cameras that can operate efficiently across a broader spectral range than conventional silicon-…

The recently introduced theory of compressive sensing enables the recovery of sparse or
compressible signals from a small set of nonadaptive, linear measurements. If properly chosen, …

… M Davenport analysed analysed the data and drafted the report. All authors commented on
… M Davenport and L Spitz act as guarantors for the study. M Davenport has final responsibility …

In recent years, compressed sensing (CS) has attracted considerable attention in areas of
applied mathematics, computer science, and electrical engineering by suggesting that it may …

Orthogonal matching pursuit (OMP) is the canonical greedy algorithm for sparse approximation.
In this paper we demonstrate that the restricted isometry property (RIP) can be used for a …

In this paper, we develop a theory of matrix completion for the extreme case of noisy 1-bit
observations. Instead of observing a subset of the real-valued entries of a matrix M, we obtain a …