Bayesian Group Testing Under Sum Observations: A Parallelizable Two-Approximation for Entropy Loss.
Weidong HanPurnima RajanPeter I. FrazierBruno M. JedynakPublished in: IEEE Trans. Inf. Theory (2017)
Keyphrases
- group testing
- disjoint sets
- monte carlo sampling
- mutual information
- closed form
- maximum likelihood
- information theoretic
- information theory
- bayesian networks
- min sum
- minimum error
- marginal likelihood
- approximation error
- gaussian processes
- posterior distribution
- posterior probability
- queueing networks
- bayesian learning
- approximation algorithms
- weighted sum
- markov chain monte carlo
- information entropy
- approximation methods
- parameter estimation
- data driven
- probability distribution
- objective function
- neural network
- information geometry
- bayesian decision