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Wenjing Liao - Exploiting Low-Dimensional Data Structures and Understanding Neural Scaling Laws of Transformers
Presenter
- Wenjing Liao
July 14, 2025
IPAM
Memorization and Regularization in Generative Diffusion Models
Presenter
- Ricardo Baptista
June 9, 2025
IMSI
Latent Variable Gaussian Process (LVGP) for Adaptive, Interpretable, and Multi-Fidelity Design of Emerging Materials and Structures
Presenter
- Wei Chen
April 1, 2025
IMSI
Train Small, Model Big: Data-Driven Scaleup for Large-Scale Physical Simulations
Presenter
- Youngsoo Choi
January 9, 2025
ICERM
Exploiting linear models for transferability and long-range interactions
Presenter
- Julien Lam
April 11, 2024
IMSI
Quasi Real-Time Simulations with Neural Networks for Industrial Applications
Presenter
- Yu-Chin Chan
March 23, 2024
ICERM
A local, low-dimensional Machine Learning based PDE Solver for modeling engineering applications
Presenter
- Rishikesh Ranade
March 23, 2024
ICERM
Overview of classical ML: classification methods and decision trees
Presenter
- Cong Ma
March 11, 2024
IMSI
Marika Maria Kieferova - Generating Approx. Ground State of Molecules Using Quantum Machine Learning
Presenter
- Marika Kieferova
October 18, 2023
IPAM
Effect of Dependence on the Convergence of Empirical Wasserstein Distance
Presenter
- Nabarun Deb
May 18, 2022
IMSI