Videos

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Estimators and Confidence Sets. Least Squares. Thumbnail

Estimators and Confidence Sets. Least Squares.

Presenters
  • Youssef Marzouk
  • Luis Tenorio
June 22, 2015
IMA
Bayesian Filtering. Sequential Monte Carlo. Thumbnail

Bayesian Filtering. Sequential Monte Carlo.

Presenters
  • Youssef Marzouk
  • Luis Tenorio
June 22, 2015
IMA
Random Processes. Karhunen-Loève Expansions. Gaussian Processes. Thumbnail

Random Processes. Karhunen-Loève Expansions. Gaussian Processes.

Presenters
  • Youssef Marzouk
  • Luis Tenorio
June 17, 2015
IMA
Bayes Risk, Prior Distributions, Summarizing the Posterior. Bayesian Gaussian Linear Model. Thumbnail

Bayes Risk, Prior Distributions, Summarizing the Posterior. Bayesian Gaussian Linear Model.

Presenters
  • Youssef Marzouk
  • Luis Tenorio
June 17, 2015
IMA
Variance Reduction: Importance Sampling and Control Variates Thumbnail

Variance Reduction: Importance Sampling and Control Variates

Presenters
  • Youssef Marzouk
  • Luis Tenorio
June 16, 2015
IMA
Conditional Probability and Expectation, Bayes Theorem. Thumbnail

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. Thumbnail

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 Thumbnail

Random Variables and Probability Distributions

Presenters
  • Youssef Marzouk
  • Luis Tenorio
June 15, 2015
IMA
Monte Carlo Methods: Convergence Properties and Error Analysis. Basic Algorithms. Thumbnail

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 Thumbnail

Adaptive Approximations and Dimension Reduction for Bayesian Inference in Partial Differential Equations

Presenter
  • Youssef Marzouk
January 18, 2013
IMA

Inference and Data Assimilation with Optimal Maps

Presenter
  • Youssef Marzouk
October 9, 2012
ICERM
A map-based approach to Bayesian inference in inverse problems Thumbnail

A map-based approach to Bayesian inference in inverse problems

Presenter
  • Youssef Marzouk
June 8, 2011
IMA
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