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RISA weighted strategy to handle likelihood uncertainty in Bayesian inference
Publisher: Springer-Verlag
Year: 2013
A note on Bayesian and frequentist parametric inference for a scalar parameter of interest
Publisher: Elsevier Science
Year: 2013
A prior free framework of coherent inference and its derivation of simple shrinkage estimators
Publisher: Elsevier Science
Year: 2014
Sparse Bayesian similarity learning based on posterior distribution of data
Year: 2017
Abstract:
A major challenge in similarity/distance learning is attaining a strong measure which is close to human notions
of similarity. This paper shows why the consideration of data distribution can yield a more effective ...
Approximate Bayesian computation with modified log likelihood ratios
Publisher: Springer
Year: 2014
Bayesian inference of a lake water quality model by emulating its posterior density
Publisher: American Geophysical Union
Year: 2014
Sigma Point Belief Propagation
Publisher: IEEE
Year: 2014
Instance-Level Constraint-Based Semisupervised Learning With Imposed Space-Partitioning
Publisher: IEEE
Year: 2014
Robust Relevance Vector Machine With Variational Inference for Improving Virtual Metrology Accuracy
Publisher: IEEE
Year: 2014