Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 5 of 5 for “"Automatic Relevance Determination"”.
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Bayesian sparsity learning with variational automatic relevance determination
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-03-28 without embargo terms
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A General Framework of Large-Scale Convex Optimization Using Jensen Surrogates and Acceleration Techniques
… Regression, Sparse Logistic Regression and Automatic Relevance Determination for X-Ray Transmission Tomography.</p>
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Extending expectation propagation for graphical models
… methods. Third, it proposes predictive automatic relevance determination (ARD) to enhance classification accuracy in the presence of irrelevant features. ARD is a Bayesian technique for feature selection.
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Statistical shape analysis of neuroanatomical structures based on spherical wavelet transformation
… principles. In this work, we develop methods for automatically extracting localized and multi-scale shape features and conducting statistical shape analysis of neuroanatomical structures obtained from MR images. We first develop a procedure to extract multi-scale shape features of brain structures …
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Seismic Data Conditioning and Inversion with Bayesian Methods and Dynamic Time-Warping
… prior distributions (Normal-Jeffreys and automatic relevance determination). The Normal-Jeffreys prior computes a sparse model that estimates observational noise variance which regularizes the solution. Moreover, Amplitude variation with offset (AVO) processing workflows are carefully …