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Large deviations for high-dimensional random projections of ℓpn-balls.
David Alonso-Gutiérrez
Joscha Prochno
Christoph Thäle
Published in:
Adv. Appl. Math. (2018)
Keyphrases
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random projections
large deviations
high dimensional
dimensionality reduction
low dimensional
dimension reduction
high dimensionality
high dimensional data
queue length
state dependent
heavy tailed
queueing systems
similarity search
data points
asymptotically optimal
feature space
linear discriminant analysis
image reconstruction
hash functions
sparse representation
importance sampling
principal component analysis
original data
unsupervised learning
generalization bounds
nearest neighbor
feature selection
steady state
random sampling
image representation
information retrieval systems
markov processes