R. Nowak

activity

20042011

most citedAdaptive Hausdorff estimation of density level sets

1 citations · 1 across the 2 of their papers we have counts for

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math.ST2011

Sequential Analysis in High Dimensional Multiple Testing and Sparse Recovery

Matthew Malloy, Robert Nowak

This paper studies the problem of high-dimensional multiple testing and sparse recovery from the perspective of sequential analysis. In this setting, the probability of error is a…

math.ST2009★ 1 cited

Adaptive Hausdorff estimation of density level sets

Aarti Singh, Clayton Scott, Robert Nowak

Consider the problem of estimating the $γ$ -level set $G_{γ}^{*} = {x : f (x) \geq γ}$ of an unknown $d$ -dimensional density function $f$ based on $n$ independent observations $X_{1}, ..., X_{n}$ …

math.ST2004

Multiscale likelihood analysis and complexity penalized estimation

Eric D. Kolaczyk, Robert D. Nowak

We describe here a framework for a certain class of multiscale likelihood factorizations wherein, in analogy to a wavelet decomposition of an L^2 function, a given likelihood funct…