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Toward Tractable Global Solutions to Bayesian Point Estimation Problems via Sparse Sum-of-Squares Relaxations.
Diogo Rodrigues
Mohamed Rasheed Abdalmoaty
Håkan Hjalmarsson
Published in:
ACC (2020)
Keyphrases
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estimation problems
high dimensional
np hard
parameter estimation
lower bound
bayesian networks
optimal solution
machine learning
bayesian inference
support vector
object recognition
search space
probabilistic model
particle filter
model selection
object tracking
covariance matrices
image sequences