Videos

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Neuro-Causal Factor Analysis: Structure learning and identifiability Thumbnail

Neuro-Causal Factor Analysis: Structure learning and identifiability

Presenter
  • Alex Markham
October 10, 2023
IMSI
Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond Thumbnail

Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond

Presenter
  • Bin Dong
May 1, 2019
IPAM
Learning from Conjugated Polymers: Statistical Data Mining from 50 Million and Counting Thumbnail

Learning from Conjugated Polymers: Statistical Data Mining from 50 Million and Counting

Presenter
  • Geoffrey Hutchison
December 6, 2016
IPAM
Learning on a Budget Thumbnail

Learning on a Budget

Presenter
  • Robert Nowak
March 28, 2012
IMA
Raghu Meka - Complexity of Sparse Linear Regression - IPAM at UCLA Thumbnail

Raghu Meka - Complexity of Sparse Linear Regression - IPAM at UCLA

Presenter
  • Raghu Meka
March 1, 2024
IPAM
Omer Reingold - Algorithmic Fairness, Loss Minimization and Outcome Indistinguishability Thumbnail

Omer Reingold - Algorithmic Fairness, Loss Minimization and Outcome Indistinguishability

Presenter
  • Omer Reingold
February 26, 2024
IPAM
Causal Representation Learning: Discovery of the Hidden World Thumbnail

Causal Representation Learning: Discovery of the Hidden World

Presenter
  • Kun Zhang
October 10, 2023
IMSI
Petar Veličković - Reasoning Algorithmically: from Toy Experiments to AGI Modules - IPAM at UCLA Thumbnail

Petar Veličković - Reasoning Algorithmically: from Toy Experiments to AGI Modules - IPAM at UCLA

Presenter
  • Petar Veličković
March 2, 2023
IPAM
Soledad Villar - Introduction to equivariant machine learning - IPAM at UCLA Thumbnail

Soledad Villar - Introduction to equivariant machine learning - IPAM at UCLA

Presenter
  • Soledad Villar
October 27, 2022
IPAM
Some New Insights On Transfer Learning Thumbnail

Some New Insights On Transfer Learning

Presenter
  • Samory Kpotufe
October 30, 2019
IPAM
What Sparsity and l1 Optimization Can Do For You Thumbnail

What Sparsity and l1 Optimization Can Do For You

Presenter
  • Stan Osher
July 31, 2014
IPAM
Eigenvector Localization, Implicit Regularization, and Algorithmic Anti-differentiation for Large-scale Graphs and Networked Data Thumbnail

Eigenvector Localization, Implicit Regularization, and Algorithmic Anti-differentiation for Large-scale Graphs and Networked Data

Presenter
  • Michael Mahoney
April 30, 2014
IMA