431 citations · 2.5k across the 40 of their papers we have counts for
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stat.ML2015
Dimensionality-reduced subspace clustering
Reinhard Heckel, Michael Tschannen, Helmut Bölcskei
Subspace clustering refers to the problem of clustering unlabeled high-dimensional data points into a union of low-dimensional linear subspaces, whose number, orientations, and dim…
stat.ML2015★ 3 cited
Nonparametric Nearest Neighbor Random Process Clustering
Michael Tschannen, Helmut Bölcskei
We consider the problem of clustering noisy finite-length observations of stationary ergodic random processes according to their nonparametric generative models without prior knowl…