TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	REMOVE

Spectral Smoothing via Random Matrix Perturbations

10 Jul 2015 • Jacob Abernethy • Chansoo Lee • Ambuj Tewari

We consider stochastic smoothing of spectral functions of matrices using perturbations commonly studied in random matrix theory. We show that a spectral function remains spectral when smoothed using a unitarily invariant perturbation distribution... (read more)

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METHOD	TYPE
PCA	Dimensionality Reduction