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Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering.
Thibault Lesieur
Caterina De Bacco
Jess Banks
Florent Krzakala
Cristopher Moore
Lenka Zdeborová
Published in:
CoRR (2016)
Keyphrases
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gaussian mixture
high dimensional
phase transition
data points
worst case
learning algorithm
clustering algorithm
k means
low dimensional
hard problems
outlier detection
density estimation
np complete
random instances
np complete problems
orders of magnitude
optimal solution
feature selection