Videos

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Toward predictive digital twins: From physics-based modeling to scientific machine learning Thumbnail

Toward predictive digital twins: From physics-based modeling to scientific machine learning

Presenter
  • Karen Willcox
October 8, 2020
IMSI
Your Brain on Energy-Based Models: Applying and Scaling EBMs to Problems of Interest to the Machine Learning Community Today Thumbnail

Your Brain on Energy-Based Models: Applying and Scaling EBMs to Problems of Interest to the Machine Learning Community Today

Presenter
  • Will Grathwohl
March 10, 2020
IAS
Challenges and Opportunities in Autonomous Navigation Thumbnail

Challenges and Opportunities in Autonomous Navigation

Presenter
  • Jana Kosecka
February 25, 2019
IPAM
Modeling Challenges for Credit Risk and Economic Forecasting Thumbnail

Modeling Challenges for Credit Risk and Economic Forecasting

Presenter
  • Bill Morokoff
May 21, 2015
IPAM

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

Memorization and Regularization in Generative Diffusion Models

Presenter
  • Ricardo Baptista
March 4, 2026
ICERM
Lance Dixon - AI for Theory Data - IPAM at UCLA Thumbnail

Lance Dixon - AI for Theory Data - IPAM at UCLA

Presenter
  • Lance Dixon
March 4, 2026
IPAM

Structured Matrix Learning from Matrix-Vector Products

Presenter
  • Chris Musco
February 4, 2026
ICERM