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Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms.
Tianyu Ding
Zhihui Zhu
Manolis C. Tsakiris
René Vidal
Daniel P. Robinson
Published in:
AISTATS (2021)
Keyphrases
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principal components
learning algorithm
learning process
noise tolerant
hyperplane
computational complexity
learning models
data sets
pattern recognition
principal component analysis
online learning
unsupervised learning
learning tasks
feature selection
least squares
piecewise linear
linear classifiers