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04/08/2019
Generalized active learning and design of statistical experiments for manifold-valued data
Characterizing the appearance of real-world surfaces is a fundamental pr...
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07/11/2017
Unsupervised robust nonparametric learning of hidden community properties
We consider learning of fundamental properties of communities in large n...
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02/24/2011
Detection of objects in noisy images based on percolation theory
We propose a novel statistical method for detection of objects in noisy ...
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02/24/2011
Randomized algorithms for statistical image analysis and site percolation on square lattices
We propose a novel probabilistic method for detection of objects in nois...
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02/23/2011
Multiple testing, uncertainty and realistic pictures
We study statistical detection of grayscale objects in noisy images. The...
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02/23/2011
Computationally efficient algorithms for statistical image processing. Implementation in R
In the series of our earlier papers on the subject, we proposed a novel ...
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02/23/2011