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Adaptive nonparametric detection in cryo-electron microscopy
Cryo-electron microscopy (cryo-EM) is an emerging experimental method to characterize the structure of large biomolecular assemblies.
Statistical estimation for optimization problems on graphs
Large graphs abound in machine learning, data mining, and several related areas.
Spatial statistics, image analysis and percolation theory
We specifically address the problem of detection of multiple objects of unknown shapes in the case of nonparametric noise.
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