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Our article is concerned with adaptive sampling schemes for Bayesian inference that
update the proposal densities using previous iterates. We introduce a copula based
proposal density which is made ...
Distilled Sensing:Adaptive Sampling for Sparse Detection and Estimation
Adaptive sampling model selection multiple testing sequentialdesign sparse recovery
2010/3/9
Adaptive sampling results in dramatic improvements in the re-
covery of sparse signals in white Gaussian noise. A sequential adap-
tive sampling-and-refinement procedure called distilled sensing (DS...
Distilled Sensing:Adaptive Sampling for Sparse Detection and Estimation
Distilled Sensing Adaptive Sampling Sparse Detection Estimation
2010/3/9
Adaptive sampling results in dramatic improvements in the re-
covery of sparse signals in white Gaussian noise. A sequential adap-
tive sampling-and-refinement procedure called distilled sensing (DS...