179 citations · 420 across the 27 of their papers we have counts for
4 papers · 1 filter
Efficient Orthogonal Tensor Decomposition, with an Application to Latent Variable Model Learning
Franz J. Király
Decomposing tensors into orthogonal factors is a well-known task in statistics, machine learning, and signal processing. We study orthogonal outer product decompositions where the…
Obtaining error-minimizing estimates and universal entry-wise error bounds for low-rank matrix completion
Franz J. Király, Louis Theran
We propose a general framework for reconstructing and denoising single entries of incomplete and noisy entries. We describe: effective algorithms for deciding if and entry can be r…
Coherence and sufficient sampling densities for reconstruction in compressed sensing
Franz J. Király, Louis Theran
We give a new, very general, formulation of the compressed sensing problem in terms of coordinate projections of an analytic variety, and derive sufficient sampling rates for signa…
Fano schemes of generic intersections and machine learning
Franz Király, Paul Larsen
We investigate Fano schemes of conditionally generic intersections, i.e. of hypersurfaces in projective space chosen generically up to additional conditions. Via a correspondence b…