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Patterns of Scalable Bayesian Inference by Elaine Angelino (English) Paperback B

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Datasets are growing not just in size but in complexity, creating a demand for rich models and quantification of uncertainty. In response to this challenge, there has been considerable recent work based on varying assumptions about model structure, underlying computational resources, and the importance of asymptotic correctness.

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