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Advances in Probabilistic Generative Modeling for Scientific Machine Learning
Presenter
- Fei Sha
June 11, 2025
IMSI
A Statistically Provable Approach to Integrating LLMs into Topic Modeling
Presenter
- Tracy Ke
May 6, 2025
IMSI
Dmitry Vorotnikov - Matrix-valued problems reminiscent of optimal transport and applications to PDEs
Presenter
- Dmitry Vorotnikov
May 1, 2025
IPAM
Identifying Nonlinear Dynamics with High Confidence from Sparse Data
Presenter
- Ying Hung
April 25, 2025
IMSI
Paul Ayers - Quantum Optimal Transport Approach to the (Exact) 1-Electron Density-Matrix Functional
Presenter
- Paul Ayers
April 1, 2025
IPAM
Locally Testable Codes with the Multiplication Property from High-dimensional Expanders
Presenter
- Siqi Liu
April 1, 2025
IAS
Combinatorial resultants - in Graphical, Linear and Algebraic Rigidity Matroids
Presenter
- Ileana Streinu
March 21, 2025
ICERM
Sparse-optimization to discover dynamical systems models from data
Presenter
- Niall Mangan
March 19, 2025
IMSI
Verification and Validation for Trustworthy Scientific Machine Learning
Presenter
- Lorena A.
March 4, 2025
IMSI
Interpretable machine learning for analysis and prediction of weather and climate extremes
Presenter
- Alex Cannon
March 3, 2025
IMSI