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Architectural Nuances and Benchmark Gaps in Scientific ML: Two Vignettes
Presenter
- Andrej Risteski
June 11, 2025
IMSI
Advances in Probabilistic Generative Modeling for Scientific Machine Learning
Presenter
- Fei Sha
June 11, 2025
IMSI
OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents
Presenter
- Haizhao Yang
June 10, 2025
IMSI
Re-anchoring Quantum Monte Carlo with Tensor-Train Sketching
Presenter
- Yuehaw Khoo
June 10, 2025
IMSI
Data Manifolds as Priors for Inverse Problems: From Regularization to Representation
Presenter
- Jiequn Han
June 10, 2025
IMSI
A Galois theorem for machine learning: Functions on symmetric matrices and point clouds via lightweight invariant features
Presenter
- Soledad Villar
June 9, 2025
IMSI
Memorization and Regularization in Generative Diffusion Models
Presenter
- Ricardo Baptista
June 9, 2025
IMSI