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Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling.
Xiaocheng Shang
Zhanxing Zhu
Benedict J. Leimkuhler
Amos J. Storkey
Published in:
NIPS (2015)
Keyphrases
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adaptive sampling
real life
real world
sequential monte carlo
bayesian estimation
data driven
random sampling
maximum likelihood
sample size
posterior distribution
posterior probability
sampling methods
markov chain monte carlo
small scale
evolutionary algorithm
bayesian networks
information systems