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Variance Reduction: Importance Sampling and Control Variates
Presenters
- Youssef Marzouk
- Luis Tenorio
June 16, 2015
IMA
Conditional Probability and Expectation, Bayes Theorem.
Presenters
- Youssef Marzouk
- Luis Tenorio
June 16, 2015
IMA
Expectation, Covariance. Convergence of Random Variables. Laws of Large Numbers. Central Limit Theorem. Multivariate Gaussian.
Presenter
- Youssef Marzouk
June 15, 2015
IMA
Random Variables and Probability Distributions
Presenters
- Youssef Marzouk
- Luis Tenorio
June 15, 2015
IMA
Monte Carlo Methods: Convergence Properties and Error Analysis. Basic Algorithms.
Presenters
- Youssef Marzouk
- Luis Tenorio
June 15, 2015
IMA
Adaptive Approximations and Dimension Reduction for Bayesian Inference in Partial Differential Equations
Presenter
- Youssef Marzouk
January 18, 2013
IMA
A map-based approach to Bayesian inference in inverse problems
Presenter
- Youssef Marzouk
June 8, 2011
IMA
Computationally efficient inference for sparsity-promoting hierarchical Bayesian models
Presenter
- Jan Glaubitz
March 4, 2026
ICERM
Spatiotemporal Besov Priors for Bayesian Inverse Problems
Presenter
- Mirjeta Pasha
October 7, 2025
IMSI
Computationally efficient uncertainty quantification for sparse Bayesian learning
Presenter
- Jan Glaubitz
May 8, 2025
ICERM