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ENTITY Variational Linearized Laplace Approximation

Variational Linearized Laplace Approximation

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    Thesis Explores Bayesian Principles for Deep Learning Uncertainty and Generalization

    This thesis explores the application of Bayesian principles to enhance the understanding of modern deep learning systems, focusing on generalization and uncertainty quantification. It introduces the Deep Variational Imp…