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Detection, Estimation, and Reconstruction in Networks: Attributed Stochastic Block Models as Benchmark Datasets for Theoretical Analysis of Graph Neural Networks
Presenter
- Lenka Zdeborova
April 22, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Sharp Phase Transitions in Estimation with Low-Degree Polynomials
Presenter
- Alex Wein
April 22, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Exact Label Recovery in Euclidean Random Graphs
Presenter
- Julia Gaudio
April 22, 2025
SLMath
Combining reinforcement learning with graph convolutional neural networks for efficient design of TiAl/TiAlN atomic-scale interfaces
Presenter
- Houlong Zhang
April 22, 2025
IMSI
Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML
Presenter
- Anh Tran
April 22, 2025
IMSI
Latent Variable Approaches for Data-Driven Design of Heterogeneous Metamaterial Systems
Presenter
- Liwei Wang
April 22, 2025
IMSI
Detection, Estimation, and Reconstruction in Networks: Detection and Estimation in Multi-Index models
Presenter
- Florent Krzakala
April 21, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Testing between planted distributions and connections to recovery
Presenter
- Fiona Skerman
April 21, 2025
SLMath
New and Old Observations About Morrey's Quasi-Convexity
Presenter
- Vladimir Sverák
April 21, 2025
IAS
Non-Uniqueness and Flexibility in Two-Dimensional Euler Equations
Presenter
- Elia Bruè
April 21, 2025
IAS
