Videos

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Classic and Modern Data Clustering

Presenter
  • Marina Meila
October 4, 2013
IMA
Manifold Learning in Analysis of High Dimensional Remote Sensing Data Thumbnail

Manifold Learning in Analysis of High Dimensional Remote Sensing Data

Presenter
  • Melba Crawford
September 25, 2013
IMA
An Introduction to Deep Learning for Vision Thumbnail

An Introduction to Deep Learning for Vision

Presenter
  • Rob Fergus
July 30, 2013
IPAM
Ridge and SVM Thumbnail

Ridge and SVM

Presenter
  • Bin Yu
June 24, 2013
IMA
Learning feature hierarchies with sparse coding Thumbnail

Learning feature hierarchies with sparse coding

Presenter
  • Yann LeCun
October 5, 2009
IMA
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
Hybrid-Cooperative Learning for PDEs Thumbnail

Hybrid-Cooperative Learning for PDEs

Presenter
  • Enrique Zuazua
October 27, 2025
IMSI
Wenjing Liao - Exploiting Low-Dimensional Data Structures and Understanding Neural Scaling Laws of Transformers Thumbnail

Wenjing Liao - Exploiting Low-Dimensional Data Structures and Understanding Neural Scaling Laws of Transformers

Presenter
  • Wenjing Liao
July 14, 2025
IPAM
On Over-Parametrized Models and Sobolev Training Thumbnail

On Over-Parametrized Models and Sobolev Training

Presenter
  • Matthew Li
June 12, 2025
IMSI
Memorization and Regularization in Generative Diffusion Models Thumbnail

Memorization and Regularization in Generative Diffusion Models

Presenter
  • Ricardo Baptista
June 9, 2025
IMSI
Latent Variable Gaussian Process (LVGP) for Adaptive, Interpretable, and Multi-Fidelity Design of Emerging Materials and Structures Thumbnail

Latent Variable Gaussian Process (LVGP) for Adaptive, Interpretable, and Multi-Fidelity Design of Emerging Materials and Structures

Presenter
  • Wei Chen
April 1, 2025
IMSI

Train Small, Model Big: Data-Driven Scaleup for Large-Scale Physical Simulations

Presenter
  • Youngsoo Choi
January 9, 2025
ICERM