38 citations · 49 across the 10 of their papers we have counts for
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cs.IT2009★ 1 cited
Achievability results for statistical learning under communication constraints
Maxim Raginsky
The problem of statistical learning is to construct an accurate predictor of a random variable as a function of a correlated random variable on the basis of an i.i.d. training samp…
cs.IT2009
Performance bounds on compressed sensing with Poisson noise
Rebecca M. Willett, Maxim Raginsky
This paper describes performance bounds for compressed sensing in the presence of Poisson noise when the underlying signal, a vector of Poisson intensities, is sparse or compressib…