Videos

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Systemic risk: from network theory to machine learning Thumbnail

Systemic risk: from network theory to machine learning

Presenter
  • Paolo Barucca
April 4, 2022
IMSI
Stefan Chmiela - Machine learning basics: A speedrun Thumbnail

Stefan Chmiela - Machine learning basics: A speedrun

Presenter
  • Stefan Chmiela
March 10, 2022
IPAM
Case Studies in Inferential Privacy: Frameworks and Algorithms Thumbnail

Case Studies in Inferential Privacy: Frameworks and Algorithms

Presenter
  • Kamalika Chaudhuri
February 11, 2022
IMSI
A community effort to assess and promote of privacy preserving techniques for human genomes Thumbnail

A community effort to assess and promote of privacy preserving techniques for human genomes

Presenter
  • Xiaoqian Jiang
February 9, 2022
IMSI
Real-time gravitational-wave parameter estimation using machine learning Thumbnail

Real-time gravitational-wave parameter estimation using machine learning

Presenter
  • Stephen Green
November 17, 2021
IPAM
On Min-Max Optimization and Halpern Iteration Thumbnail

On Min-Max Optimization and Halpern Iteration

Presenter
  • Jelena Diakonikolas
April 14, 2021
IMSI
Machine Learning for Fluid Mechanics Thumbnail

Machine Learning for Fluid Mechanics

Presenter
  • Steve Brunton
January 12, 2021
IPAM
Do Simpler Models Exist and How Can We Find Them? Thumbnail

Do Simpler Models Exist and How Can We Find Them?

Presenter
  • Cynthia Rudin
April 16, 2020
IAS

Structured Autoencoders for Operator-theoretic decomposition and Model reduction of Spatio-temporal dynamics

Presenter
  • Karthik Duraisamy
March 25, 2020
ICERM

Personalized Page Generation using Data, Science, and Algorithms

Presenter
  • Justin Basilico
July 30, 2015
ICERM
Machine Learning Representation for Materials Thumbnail

Machine Learning Representation for Materials

Presenter
  • Klaus-Robert Müller
February 23, 2015
IPAM
Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys Thumbnail

Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys

Presenter
  • Anjana Talapatra
May 16, 2024
IMSI