Videos

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Intro to Machine Learning (Part 1/2) Thumbnail

Intro to Machine Learning (Part 1/2)

Presenter
  • Frank Noe
September 5, 2019
IPAM
Special Guest Lecture: Interpretable Machine Learning, Cynthia Rudin Thumbnail

Special Guest Lecture: Interpretable Machine Learning, Cynthia Rudin

August 28, 2019
SAMSI

Statistical Aspects of Data Driven Distributionally Robust Optimization

Presenter
  • Jose Blanchet
June 25, 2019
ICERM
PMED Transition Workshop: Machine Learning Methods to Improve Biomarkers in Clinical Trials Thumbnail

PMED Transition Workshop: Machine Learning Methods to Improve Biomarkers in Clinical Trials

May 22, 2019
SAMSI
Geometric surprises in modern machine learning Thumbnail

Geometric surprises in modern machine learning

Presenter
  • Andrea Montanari
April 30, 2019
IPAM

Learned Visual Sensors and Probabilistic Measurements

Presenter
  • Ayan Chakrabarti
March 19, 2019
ICERM

Learning Spatial Common Sense with Geometry-Aware Deep Networks

Presenter
  • Katerina Fragkiadaki
February 22, 2019
ICERM

Accelerating atomic-scale calculations with machine learning

Presenter
  • Andrew Peterson
February 20, 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

Nonparametric super-efficient estimators of treatment effects

Presenter
  • David Benkeser
January 16, 2019
ICERM

Bayesian nonparametrics and g-computation for causal inference in observational studies

Presenter
  • Jason Roy
January 15, 2019
ICERM