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You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling.
Zhanpeng Zeng
Yunyang Xiong
Sathya N. Ravi
Shailesh Acharya
Glenn Fung
Vikas Singh
Published in:
CoRR (2021)
Keyphrases
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sampled data
sample size
monte carlo
high cost
total cost
sampling strategy
closed form
random sampling
random samples
sampling strategies
machine learning
bayesian networks
linear systems
sample points
cost reduction
progressive sampling