Videos

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Learning from data through the lens of (ocean) models, surrogates, and their derivatives Thumbnail

Learning from data through the lens of (ocean) models, surrogates, and their derivatives

Presenter
  • Patrick Heimbach
September 22, 2022
IMSI
Using data-driven predictions to constrain climate model uncertainty in the time remaining until critical global warming thresholds are reached Thumbnail

Using data-driven predictions to constrain climate model uncertainty in the time remaining until critical global warming thresholds are reached

Presenter
  • Noah Diffenbaugh
September 20, 2022
IMSI
Exploring Compositional and Configurational Chemical Space with Explainable AI Thumbnail

Exploring Compositional and Configurational Chemical Space with Explainable AI

Presenter
  • Alexandre Tkatchenko
March 29, 2024
IMSI
Understanding ML models Thumbnail

Understanding ML models

Presenter
  • Klaus-Robert Muller
October 30, 2019
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
A Blueprint of Standardized and Composable Machine Learning Thumbnail

A Blueprint of Standardized and Composable Machine Learning

Presenter
  • Eric Xing
August 6, 2020
IAS

Explainable Query Refinement and Overhead Imagery Analytics

Presenter
  • Arslan Basharat
February 26, 2019
ICERM
A Framework For Differentiable Discovery Of Graph Algorithms Thumbnail

A Framework For Differentiable Discovery Of Graph Algorithms

Presenter
  • Le Song
February 23, 2021
IPAM
Towards Robust Artificial Intelligence Thumbnail

Towards Robust Artificial Intelligence

Presenter
  • Pushmeet Kohli
April 15, 2020
IAS
Steve Brunton - Machine Learning for Scientific Discovery, with Examples in Fluid Mechanics Thumbnail

Steve Brunton - Machine Learning for Scientific Discovery, with Examples in Fluid Mechanics

Presenter
  • Steve Brunton
January 24, 2023
IPAM
Machine Learning for Fluid Mechanics Thumbnail

Machine Learning for Fluid Mechanics

Presenter
  • Steve Brunton
January 12, 2021
IPAM
Globally Optimal, Data-Driven Symbolic Discovery Thumbnail

Globally Optimal, Data-Driven Symbolic Discovery

Presenter
  • Lior Horesh
March 6, 2018
IMA
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