167 citations · 218 across the 13 of their papers we have counts for
3 papers · 1 filter
Statistical estimation for optimization problems on graphs
Mikhail Langovoy, Suvrit Sra
Large graphs abound in machine learning, data mining, and several related areas. A useful step towards analyzing such graphs is that of obtaining certain summary statistics - e.g.,…
Adaptive nonparametric detection in cryo-electron microscopy
Mikhail Langovoy, Michael Habeck, Bernhard Schoelkopf
Cryo-electron microscopy (cryo-EM) is an emerging experimental method to characterize the structure of large biomolecular assemblies. Single particle cryo-EM records 2D images (so-…
Spatial statistics, image analysis and percolation theory
Mikhail Langovoy, Michael Habeck, Bernhard Schölkopf
We develop a novel method for detection of signals and reconstruction of images in the presence of random noise. The method uses results from percolation theory. We specifically ad…