Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees.

Jinchun Zhan Brian Lois Namrata Vaswani

Published in: CoRR (2016)

Keyphrases

learning algorithm
computationally efficient
computational complexity
real time
parameter tuning

online algorithms
significant improvement
orders of magnitude
online learning

confidence weighted
theoretical analysis
dimensionality reduction
principal component analysis

worst case
computational cost
data structure
feature extraction