123 citations · 398 across the 47 of their papers we have counts for
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stat.ML2013
Compressive Nonparametric Graphical Model Selection For Time Series
Alexander Jung, Reinhard Heckel, Helmut Bölcskei +1
We propose a method for inferring the conditional indepen- dence graph (CIG) of a high-dimensional discrete-time Gaus- sian vector random process from finite-length observations. O…
stat.ML2013★ 10 cited
Robust Subspace Clustering via Thresholding
Reinhard Heckel, Helmut Bölcskei
The problem of clustering noisy and incompletely observed high-dimensional data points into a union of low-dimensional subspaces and a set of outliers is considered. The number of…