Videos

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Collapse of deep and narrow neural nets

Presenters
  • Lu Lu
  • Yeonjong Shin
January 28, 2019
ICERM

Hidden Physics Models - Machine Learning of Non-Linear Partial Differential Equations

Presenter
  • Maziar Raissi
January 28, 2019
ICERM

A new perspective on machine learning

Presenter
  • Hrushikesh Mhaskar
January 28, 2019
ICERM

Deep Neural Network, Finite Element and Multigrid

Presenter
  • Jinchao Xu
January 28, 2019
ICERM

Which ReLU Net Architectures Give Rise to Exploding and Vanishing Gradients

Presenter
  • Boris Hanin
January 28, 2019
ICERM

Machine learning and multi-scale modeling

January 28, 2019
ICERM

Causal Inference, Uncertainty, and Health Policy Decision Making

Presenter
  • Sharon-Lise Normand
January 17, 2019
ICERM

Learning to Personalize from Observational Data Under Unobserved Confounding

Presenter
  • Nathan Kallus
January 17, 2019
ICERM

Personalizing Causal Pathway Effects

Presenter
  • Ilya Shpitser
January 16, 2019
ICERM

Extending causal inferences from a randomized trial to a target population

Presenter
  • Issa Dahabreh
January 16, 2019
ICERM

Subgroup Identification using Covariate Adjusted Interaction Trees

Presenter
  • Jon Steingrimsson
January 16, 2019
ICERM

Data Efficient Causal Effect Estimation

Presenter
  • Adith Swaminathan
January 16, 2019
ICERM