Videos

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High-Dimensional Bayesian Geostatistics

Presenter
  • Sudipto Banerjee
February 23, 2018
IMA

Conditional Adaptive Bayesian Spectral Analysis of Nonstationary Biomedical Time Series

Presenter
  • Robert Krafty
February 23, 2018
IMA

Bayesian Probabilistic Numerical Methods (Part II)

Presenter
  • Jon Cockayne
June 7, 2017
ICERM

Bayesian Probabilistic Numerical Methods (Part I)

Presenter
  • Chris Oates
June 7, 2017
ICERM

Bayesian Optimization for Automating Model Selection

Presenter
  • Roman Garnett
June 6, 2017
ICERM

Gaussian processes: A hands-on tutorial

Presenter
  • Paris Perdikaris
June 5, 2017
ICERM
Bayesian inference and model reduction with observation data Thumbnail

Bayesian inference and model reduction with observation data

Presenter
  • Ben Leimkuhler
October 27, 2016
IPAM

Covariance-controlled adaptive Langevin thermostat for large-scale Bayesian sampling

Presenter
  • Xiaocheng Shang
July 22, 2016
ICERM

Scalable Bayesian Inference with Hamiltonian Monte Carlo

Presenter
  • Michael Betancourt
July 21, 2016
ICERM

Measure transport, variational inference, and low-dimensional maps

Presenter
  • Youssef Marzouk
July 19, 2016
ICERM
Bayesian Poisson Tensor Decomposition for International Relations Thumbnail

Bayesian Poisson Tensor Decomposition for International Relations

Presenter
  • Hanna Wallach
May 24, 2016
IPAM
Bayesian Analysis of Traffic Flow Data Thumbnail

Bayesian Analysis of Traffic Flow Data

Presenter
  • Vadim Sokolov
October 13, 2015
IPAM