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  1. Courses
  2. 2018 SIAM Conference on Unc...
  3. Hierarchical Bayesian Infer...

Hierarchical Bayesian Inference - Part I of II

UQ18 - MS50-1: Numerical Analysis of Hierarchical Gaussian Process Regression

Presentation: Aretha L Teckentrup, University of Edinburgh, United Kingdom, 29 min 22 sec

UQ18 - MS50-1: Numerical Analysis of Hierarchical Gaussian Process Regression

Document: UQ18 - MS50-1: Numerical Analysis of Hierarchical Gaussian Process Regression

UQ18 - MS50-2: Hierarchical Bayesian Sparsity: l2 Magic.

Presentation: Daniela Calvetti, Case Western Reserve University, USA, 29 min 48 sec

UQ18 - MS50-2: Hierarchical Bayesian Sparsity: $\ell_2$ Magic.

Document: UQ18 - MS50-2: Hierarchical Bayesian Sparsity: l2 Magic.

UQ18 - MS50-3: Hierarchical Stochastic Partial Differential Equations for Bayesian Inverse Problems

Presentation: Lassi Roininen, University of Oulu, Finland, 27 min 25 sec

UQ18 - MS50-3: Hierarchical Stochastic Partial Differential Equations for Bayesian Inverse Problems

Document: UQ18 - MS50-3: Hierarchical Stochastic Partial Differential Equations for Bayesian Inverse Problems

UQ18 - MS50-4: Large Scale Spatial Statistics with SPDEs, GMRFs, and Multi-scale Component Models

Presentation: Finn Lindgren, University of Edinburgh, United Kingdom, 34 min 46 sec

UQ18 - MS50-4: Large Scale Spatial Statistics with SPDEs, GMRFs, and Multi-scale Component Models

Document: UQ18 - MS50-4: Large Scale Spatial Statistics with SPDEs, GMRFs, and Multi-scale Component Models
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