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Optimization-Ready Surrogates with Derivative-Informed Learning
Presenter
- Thomas O'Leary-Roseberry
April 13, 2026
ICERM
Maria Molina - Learning Without Labels: New Insights into Climate and Extremes - IPAM at UCLA
Presenter
- Maria Molina
February 4, 2026
IPAM
Tensor-train decomposition and its applications in machine learning
Presenter
- Ivan Oseledets
April 21, 2021
IPAM
Data assimilation for high dimensional nonlinear forecasting
Presenter
- David Kelly
October 29, 2015
SLMath
High-Resolution Remote Sensing Observations of Arctic Sea Ice
Presenter
- Ellen Buckley
November 30, 2022
IMSI
Colin Ophus - Multi-dimensional scanning transmission electron microscopy to solve 3D nanostructures
Presenter
- Colin Ophus
October 24, 2022
IPAM
Contrastive Learning, multi-view redundancy, and linear models
Presenter
- Daniel Hsu
April 12, 2021
IMSI
Koopman Operator Theory for Dynamical Systems, Control and Data Analytics
Presenter
- Igor Mezic
February 11, 2019
IPAM
A Weak Convergence Approach to Inventory Control Using a Long-term Average Criterion
Presenter
- Chao Zhu
May 7, 2018
IMA
Spectral Methods for Learning Multivariate Latent Tree Structure
Presenter
- Kamalika Chaudhuri
September 26, 2011
IMA