Autocorrelation analysis for cryo-EM with sparsity constraints: improved sample complexity and projection-based algorithms

T Bendory, Y Khoo, J Kileel… - Proceedings of the …, 2023 - National Acad Sciences
The number of noisy images required for molecular reconstruction in single-particle
cryoelectron microscopy (cryo-EM) is governed by the autocorrelations of the observed …

[PDF][PDF] Subspace power method for symmetric tensor decomposition and generalized PCA

J Kileel, JM Pereira - arXiv preprint arXiv:1912.04007, 2019 - academia.edu
Abstract We introduce the Subspace Power Method (SPM) for calculating the CP
decomposition of low-rank even-order real symmetric tensors. This algorithm applies the …