Videos

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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
The Inevitability of Probability: Near-Optimal Probabilistic Inference in Generic Neural Networks Trained with Non-Probabilistic Feedback - Wei Ji Ma New York University Thumbnail

The Inevitability of Probability: Near-Optimal Probabilistic Inference in Generic Neural Networks Trained with Non-Probabilistic Feedback - Wei Ji Ma New York University

August 19, 2015
SAMSI

Thermostatic Controls for Noisy Gradient Systems and Applications to Machine Learning

Presenter
  • Ben Leimkuhler
July 30, 2015
ICERM
Bayesian Filtering. Sequential Monte Carlo. Thumbnail

Bayesian Filtering. Sequential Monte Carlo.

Presenters
  • Youssef Marzouk
  • Luis Tenorio
June 22, 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
Conditional Probability and Expectation, Bayes Theorem. Thumbnail

Conditional Probability and Expectation, Bayes Theorem.

Presenters
  • Youssef Marzouk
  • Luis Tenorio
June 16, 2015
IMA
UQ Software Thumbnail

UQ Software

Presenter
  • Matthew Parno
June 16, 2015
IMA