Videos

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Tutorial on Optimization methods for machine learning (Part 3) Thumbnail

Tutorial on Optimization methods for machine learning (Part 3)

Presenter
  • Jorge Nocedal
July 19, 2012
IPAM
Tutorial on Optimization methods for machine learning (Part 2) Thumbnail

Tutorial on Optimization methods for machine learning (Part 2)

Presenter
  • Jorge Nocedal
July 19, 2012
IPAM
Tutorial on Optimization methods for machine learning (Part 1) Thumbnail

Tutorial on Optimization methods for machine learning (Part 1)

Presenter
  • Jorge Nocedal
July 18, 2012
IPAM
Tutorial - Algorithms for Sparse Optimization and Machine Learning Thumbnail

Tutorial - Algorithms for Sparse Optimization and Machine Learning

Presenter
  • Stephen Wright
March 27, 2012
IMA
Large group discussion on What have we learned about manifold learning Thumbnail

Large group discussion on What have we learned about manifold learning

Presenter
  • Partha Niyogi
October 27, 2008
IMA
Non-commutative harmonic analysis in machine learning Thumbnail

Non-commutative harmonic analysis in machine learning

Presenter
  • Risi Kondor
July 14, 2008
SLMath
Hybrid twins for materials processing: combining physics-based simulations and data-driven models Thumbnail

Hybrid twins for materials processing: combining physics-based simulations and data-driven models

Presenter
  • Benjamin Klusemann
December 3, 2025
IMSI
Surrogate modelling by reduced order methods and scientific machine learning for digital twin Thumbnail

Surrogate modelling by reduced order methods and scientific machine learning for digital twin

Presenter
  • Gianluigi Rozza
December 1, 2025
IMSI
Enhancing CFD simulations for digital twins by model reduction and scientific machine learning Thumbnail

Enhancing CFD simulations for digital twins by model reduction and scientific machine learning

Presenter
  • Gianluigi Rozza
November 12, 2025
IMSI
Annabella Selloni - Chemistry of Aqueous Oxide Interfaces from Machine Learning Molecular Dynamics Thumbnail

Annabella Selloni - Chemistry of Aqueous Oxide Interfaces from Machine Learning Molecular Dynamics

Presenter
  • Annabella Selloni
October 30, 2025
IPAM
Yuanqi Du - Bridging Non-equilibrium Simulation and Probabilistic Machine Learning - IPAM at UCLA Thumbnail

Yuanqi Du - Bridging Non-equilibrium Simulation and Probabilistic Machine Learning - IPAM at UCLA

Presenter
  • Yuanqi Du
July 16, 2025
IPAM
A Kernel-Based Approach for Modelling Gaussian Processes with Functional Information Thumbnail

A Kernel-Based Approach for Modelling Gaussian Processes with Functional Information

Presenter
  • Andrew Brown
May 22, 2025
IMSI