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Leveraging deep learning for geophysical data assimilation and surrogate models
Presenter
- Marc Bocquet
June 26, 2024
IMSI
Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys
Presenter
- Anjana Talapatra
May 16, 2024
IMSI
Optimization, Sampling and Generative Modeling in Non-Euclidean Spaces
Presenter
- Molei Tao
May 15, 2024
IMSI
Learning a Neural Free-Energy Functional from Pair-Correlation Functions
Presenter
- Bernd Ensing
April 25, 2024
IMSI
AIMNet2 family of machine learning potentials: general-purpose and task-specific models for element-organic molecules and radicals, reactions and molecular crystals
Presenter
- Roman Zubatyuk
April 12, 2024
IMSI
Learning dynamic regulatory networks from single-cell data
Presenter
- Dhananjay Bhaskar
December 14, 2023
ICERM
Randomization, Neutrality, and Fairness: "Fairness in Algorithmic Decisions via Social Choice"
Presenter
- Nisarg Shah
October 24, 2023
SLMath
Zoe Holmes - Exponential Concentration in Quantum Generative Modeling and Quantum Kernel Methods
Presenter
- Zoe Holmes
October 17, 2023
IPAM
Introductory Workshop: Algorithms, Fairness, and Equity: "Estimating and Controlling for Fairness via Sensitive Attribute Predictors"
Presenter
- Jeremias Sulam
August 30, 2023
SLMath
Online learning for healthcare treatment recommendation: risk-aware decisions and delayed feedback
Presenter
- Renyuan Xu
May 17, 2023
IMSI
Juliane Mueller - Adaptive Computing and multi-fidelity learning - IPAM at UCLA
Presenter
- Juliane Mueller
May 4, 2023
IPAM