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Capturing the Denoising Effect of PCA via Compression Ratio
v1v2 (latest)

Capturing the Denoising Effect of PCA via Compression Ratio

22 April 2022
Chandra Sekhar Mukherjee
Nikhil Doerkar
Jiapeng Zhang
ArXiv (abs)PDFHTML

Papers citing "Capturing the Denoising Effect of PCA via Compression Ratio"

3 / 3 papers shown
Title
ECOD: Unsupervised Outlier Detection Using Empirical Cumulative
  Distribution Functions
ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions
Zheng Li
Yue Zhao
Xiyang Hu
N. Botta
C. Ionescu
George H. Chen
102
300
0
02 Jan 2022
Optimality of Spectral Clustering in the Gaussian Mixture Model
Optimality of Spectral Clustering in the Gaussian Mixture Model
Matthias Löffler
A. Zhang
Harrison H. Zhou
122
86
0
01 Nov 2019
The two-to-infinity norm and singular subspace geometry with
  applications to high-dimensional statistics
The two-to-infinity norm and singular subspace geometry with applications to high-dimensional statistics
Joshua Cape
M. Tang
Carey E. Priebe
77
135
0
30 May 2017
1