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Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes.
Hassan Ashtiani
Shai Ben-David
Nicholas J. A. Harvey
Christopher Liaw
Abbas Mehrabian
Yaniv Plan
Published in:
NeurIPS (2018)
Keyphrases
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compression scheme
learning algorithm
mixtures of gaussians
prior knowledge
image compression
reinforcement learning
active learning
upper bound
learning problems
feature selection
bayesian networks
compression algorithm
compression ratio
concept learning
gaussian mixture
noise tolerant
machine learning