50 citations · 250 across the 16 of their papers we have counts for
4 papers · 1 filter
Unsupervised particle sorting for high-resolution single-particle cryo-EM
Ye Zhou, Amit Moscovich, Tamir Bendory +1
Single-particle cryo-Electron Microscopy (EM) has become a popular technique for determining the structure of challenging biomolecules that are inaccessible to other technologies.…
Earthmover-based manifold learning for analyzing molecular conformation spaces
Nathan Zelesko, Amit Moscovich, Joe Kileel +1
In this paper, we propose a novel approach for manifold learning that combines the Earthmover's distance (EMD) with the diffusion maps method for dimensionality reduction. We demon…
Cryo-EM reconstruction of continuous heterogeneity by Laplacian spectral volumes
Amit Moscovich, Amit Halevi, Joakim Andén +1
Single-particle electron cryomicroscopy is an essential tool for high-resolution 3D reconstruction of proteins and other biological macromolecules. An important challenge in cryo-E…
On the cross-validation bias due to unsupervised pre-processing
Amit Moscovich, Saharon Rosset
Cross-validation is the de facto standard for predictive model evaluation and selection. In proper use, it provides an unbiased estimate of a model's predictive performance. Howeve…