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Modern Sensing and Physics Learning with Shallow Recurrent Decoders
Presenter
- J. Nathan Kutz
January 22, 2025
ICERM
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
Presenter
- Pilar Cossio
April 25, 2024
IMSI
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
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
Presenter
- Hamsa Bastani
March 1, 2023
IPAM
Systematically Generating Hierarchies of Machine-Learning Models, from Equation Discovery to Deep Neural Networks
Presenter
- Tom Beucler
November 4, 2022
IMSI
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
Presenter
- Janni Yuval
November 3, 2022
IMSI
High-resolution climate modeling using coarse-scale models and reanalysis data
Presenter
- Themistoklis Sapsis
November 3, 2022
IMSI