72 citations · 250 across the 57 of their papers we have counts for
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cs.LG2014
Learning with Cross-Kernels and Ideal PCA
Franz J Király, Martin Kreuzer, Louis Theran
We describe how cross-kernel matrices, that is, kernel matrices between the data and a custom chosen set of `feature spanning points' can be used for learning. The main potential o…
cs.LG2013★ 1 cited
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…
cs.LG2012
The Algebraic Combinatorial Approach for Low-Rank Matrix Completion
Franz J. Király, Louis Theran, Ryota Tomioka
We present a novel algebraic combinatorial view on low-rank matrix completion based on studying relations between a few entries with tools from algebraic geometry and matroid theor…