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Identification of mixtures of discrete product distributions in near-optimal sample and time complexity.
Spencer L. Gordon
Erik Jahn
Bijan Mazaheri
Yuval Rabani
Leonard J. Schulman
Published in:
COLT (2024)
Keyphrases
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heavy tailed distributions
computational cost
heavy tailed
decision problems
efficient algorithms to compute
life cycle
mixture distribution
worst case
finite number
parametric models
power law
product quality
sampled data
discrete space
random variables
mixture distributions
training set