Videos

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Integrating Artificial Intelligence / Machine Learning with 
Data Assimilation - towards the initialization of 
subseasonal-to-seasonal (S2S) prediction

Presenter
  • Steve Penny
August 23, 2021
ICERM
Sampling Beyond Log-concavity Thumbnail

Sampling Beyond Log-concavity

Presenter
  • Andrej Risteski
April 15, 2021
IMSI
Robust regression with covariate filtering: Heavy tails and adversarial contamination Thumbnail

Robust regression with covariate filtering: Heavy tails and adversarial contamination

Presenter
  • Po-Ling Loh
April 12, 2021
IMSI
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
Challenges in Machine Learning Systems Thumbnail

Challenges in Machine Learning Systems

Presenter
  • Rajat Monga
November 5, 2018
IPAM
Communication-Avoiding Algorithms for Linear Algebra, Machine Learning, and Beyond Thumbnail

Communication-Avoiding Algorithms for Linear Algebra, Machine Learning, and Beyond

Presenter
  • James Demmel
October 18, 2018
IPAM
Applications of machine learning to materials data Thumbnail

Applications of machine learning to materials data

Presenter
  • Atsuto Seko
October 4, 2017
IPAM
Finding density functionals with machine learning Thumbnail

Finding density functionals with machine learning

Presenter
  • Kieron Burke
February 23, 2015
IPAM

Hong Qin - Machine Learning of Local Confinement and Transport from the International Multi-Tokamak Confinement Profile Database

May 7, 2029
IPAM

Adaptive methods and neural ODEs in machine learning

Presenter
  • Michael Hintermüller
April 13, 2026
ICERM
Huan Lei - Energy-stable machine-learning model of non-Newtonian hydrodynamics w/ molecular fidelity Thumbnail

Huan Lei - Energy-stable machine-learning model of non-Newtonian hydrodynamics w/ molecular fidelity

Presenter
  • Huan Lei
October 8, 2025
IPAM
Wei Zhu - Structure-preserving machine learning and data-driven structure discovery - IPAM at UCLA Thumbnail

Wei Zhu - Structure-preserving machine learning and data-driven structure discovery - IPAM at UCLA

Presenter
  • Wei Zhu
July 18, 2025
IPAM