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Showing 1 to 2 of 2 for “"Bayesian Coreset"”.
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Data Summarizations for Scalable, Robust and Privacy-Aware Learning in High Dimensions
… that summarizes the full data collection—a coreset. Our frameworks support by design datasets of arbitrary dimensionality, and can be used for general purpose Bayesian inference under real-world constraints, including privacy preservation and robustness to outliers, encompassing diverse …
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Bayesian coresets: Revisiting the nonconvex optimization perspective
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2022-11-11 without embargo terms