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10/20/2022
Optimization on Manifolds via Graph Gaussian Processes
This paper integrates manifold learning techniques within a Gaussian pro...
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05/19/2022
Hierarchical Ensemble Kalman Methods with Sparsity-Promoting Generalized Gamma Hyperpriors
This paper introduces a computational framework to incorporate flexible ...
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11/26/2021
A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors
Hierarchical models with gamma hyperpriors provide a flexible, sparse-pr...
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06/12/2021