Videos

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Bartolomeo Stellato - Learning for Decision-Making Under Uncertainty - IPAM at UCLA Thumbnail

Bartolomeo Stellato - Learning for Decision-Making Under Uncertainty - IPAM at UCLA

Presenter
  • Bartolomeo Stellato
March 1, 2023
IPAM
(Self-)Supervised Learning for Perception Tasks in Automated Driving Thumbnail

(Self-)Supervised Learning for Perception Tasks in Automated Driving

Presenter
  • Wolfram Burgard
October 7, 2020
IPAM
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
Hamsa Bastani - Decision-Aware Learning for Global Health Supply Chains - IPAM at UCLA Thumbnail

Hamsa Bastani - Decision-Aware Learning for Global Health Supply Chains - IPAM at UCLA

Presenter
  • Hamsa Bastani
March 1, 2023
IPAM
Mahdi Soltanolkotabi - Machine Learning and Computational Imaging Thumbnail

Mahdi Soltanolkotabi - Machine Learning and Computational Imaging

Presenter
  • Mahdi Soltanolkotabi
September 13, 2022
IPAM
Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch Thumbnail

Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch

Presenter
  • Jean Kossaifi
May 19, 2021
IPAM
Combining computing and learning for (plasma) physics Thumbnail

Combining computing and learning for (plasma) physics

Presenter
  • Frank Jenko
October 17, 2018
IPAM
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
Rongjie Lai - Unsupervised In-context Operator Learning for Mean Field Games - IPAM at UCLA Thumbnail

Rongjie Lai - Unsupervised In-context Operator Learning for Mean Field Games - IPAM at UCLA

Presenter
  • Rongjie Lai
July 15, 2025
IPAM
Learning a Neural Free-Energy Functional from Pair-Correlation Functions Thumbnail

Learning a Neural Free-Energy Functional from Pair-Correlation Functions

Presenter
  • Bernd Ensing
April 25, 2024
IMSI
Paul Grigas - Offline and Online Learning for Contextual Stochastic Optimization - IPAM at UCLA Thumbnail

Paul Grigas - Offline and Online Learning for Contextual Stochastic Optimization - IPAM at UCLA

Presenter
  • Paul Grigas
March 3, 2023
IPAM