Don't let the negatives bring you down: sampling from streams of signed updates.

Edith Cohen Graham Cormode Nick G. Duffield

Published in: SIGMETRICS (2012)

Keyphrases

false positives
real time
data streams
sampling strategies
monte carlo
multi stream
sampling algorithm
streaming data
sparse sampling
sampling strategy
random sampling
parameter space
sample size
domain knowledge
bayesian networks
multimedia
learning algorithm