Videos

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Nikos Tsilivis - The Price of Implicit Bias in Robust ML - IPAM at UCLA Thumbnail

Nikos Tsilivis - The Price of Implicit Bias in Robust ML - IPAM at UCLA

Presenter
  • Nikos Tsilivis
October 14, 2024
IPAM
Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy Thumbnail

Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy

Presenter
  • Pilar Cossio
April 25, 2024
IMSI
Machine Learning the Exchange And Correlation Functional In DFT Thumbnail

Machine Learning the Exchange And Correlation Functional In DFT

Presenter
  • Marivi Fern\u00e1ndez-Serra
March 26, 2024
IMSI
Vojtěch Havlíček - Quantum Statistical Query Learning I of II - IPAM at UCLA Thumbnail

Vojtěch Havlíček - Quantum Statistical Query Learning I of II - IPAM at UCLA

Presenter
  • Vojtěch Havlíček
October 19, 2023
IPAM

Multiscale Diffusion Geometry for Learning Manifolds, Flows and Optimal Transport

Presenter
  • Smita Krishnaswamy
June 27, 2023
ICERM
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
Systematically Generating Hierarchies of Machine-Learning Models, from Equation Discovery to Deep Neural Networks Thumbnail

Systematically Generating Hierarchies of Machine-Learning Models, from Equation Discovery to Deep Neural Networks

Presenter
  • Tom Beucler
November 4, 2022
IMSI
Statistical reduced-order models and data-driven closure strategies for turbulent systems Thumbnail

Statistical reduced-order models and data-driven closure strategies for turbulent systems

November 4, 2022
IMSI
Revealing the statistics of extreme events hidden in short weather forecast data Thumbnail

Revealing the statistics of extreme events hidden in short weather forecast data

Presenter
  • Justin Finkel
November 3, 2022
IMSI
Neural-network parameterization of subgrid momentum transport learned from a high-resolution simulation Thumbnail

Neural-network parameterization of subgrid momentum transport learned from a high-resolution simulation

Presenter
  • Janni Yuval
November 3, 2022
IMSI
High-resolution climate modeling using coarse-scale models and reanalysis data Thumbnail

High-resolution climate modeling using coarse-scale models and reanalysis data

Presenter
  • Themistoklis Sapsis
November 3, 2022
IMSI
Probabilistic forecast of extreme heat waves using convolutional neural networks and rare event simulations Thumbnail

Probabilistic forecast of extreme heat waves using convolutional neural networks and rare event simulations

Presenter
  • Freddy Bouchet
November 2, 2022
IMSI