431 citations · 2.5k across the 40 of their papers we have counts for
3 papers · 1 filter
Born Again Neural Networks
Tommaso Furlanello, Zachary C. Lipton, Michael Tschannen +2
Knowledge Distillation (KD) consists of transferring “knowledge†from one machine learning model (the teacher) to another (the student). Commonly, the teacher is a high-capacit…
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…
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…