Videos

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Introductory Workshop: Algorithms, Fairness, and Equity: "Epistemic Uncertainty, the AI Problem Understanding Gap and the Necessity of Structured Societal Context Knowledge for Safe, Robust AI" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Epistemic Uncertainty, the AI Problem Understanding Gap and the Necessity of Structured Societal Context Knowledge for Safe, Robust AI"

Presenter
  • Donald Martin
August 30, 2023
SLMath
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
Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry Thumbnail

Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry

Presenter
  • Daniel Durstewitz
February 18, 2020
IPAM
Understanding ML models Thumbnail

Understanding ML models

Presenter
  • Klaus-Robert Muller
October 30, 2019
IPAM
Constraint-Aware Self-Improving Large Language Model for Clinical Role Model Generation Thumbnail

Constraint-Aware Self-Improving Large Language Model for Clinical Role Model Generation

Presenter
  • Esmaeil Keyvanshokooh
February 3, 2026
IMSI
Elvis Dohmatob - The Mathematics of Scaling Laws and Model Collapse in AI - IPAM at UCLA Thumbnail

Elvis Dohmatob - The Mathematics of Scaling Laws and Model Collapse in AI - IPAM at UCLA

Presenter
  • Elvis Dohmatob
October 14, 2024
IPAM
Hospital Admission Control and Patient Flow to Efficiently Improve Patient Experience and Outcomes Thumbnail

Hospital Admission Control and Patient Flow to Efficiently Improve Patient Experience and Outcomes

Presenter
  • Mark Oyen
May 17, 2023
IMSI
Deep Learning: Triangle Machine Learning Day - Adaptive Deep Reuse for Deep Learning, Xipeng Shen Thumbnail

Deep Learning: Triangle Machine Learning Day - Adaptive Deep Reuse for Deep Learning, Xipeng Shen

September 20, 2019
SAMSI
Statistical Mechanics of Deep Manifolds: Mean Field Geometry in High Dimension Thumbnail

Statistical Mechanics of Deep Manifolds: Mean Field Geometry in High Dimension

Presenter
  • Haim Sompolinsky
November 19, 2019
IPAM
Alice Schwarze - Emerging Intelligence: from neurons to social dynamics - IPAM at UCLA Thumbnail

Alice Schwarze - Emerging Intelligence: from neurons to social dynamics - IPAM at UCLA

Presenter
  • Alice Schwarze
November 20, 2024
IPAM
Introductory Workshop: Algorithms, Fairness, and Equity: "Geometry of Deep Learning and Explainable ML" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Geometry of Deep Learning and Explainable ML"

Presenter
  • Anders Karlsson
August 30, 2023
SLMath
Introductory Workshop: Algorithms, Fairness, and Equity: "The Complex Systems View of AI Ethics" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "The Complex Systems View of AI Ethics"

Presenter
  • Tina Eliassi-Rad
August 29, 2023
SLMath