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Eigenvector Localization, Implicit Regularization, and Algorithmic Anti-differentiation for Large-scale Graphs and Networked Data
Presenter
- Michael Mahoney
April 30, 2014
IMA
Gaussian Process Regression Constrained by Boundary Value Problems
Presenter
- Mamikon Guilan
September 1, 2022
IMSI
Data-Driven Discovery of Geophysical Dynamics with Uncertainty Quantification
Presenter
- Chris Wikle
September 23, 2022
IMSI
Complexity vs Parsimony: The Challenge of Building Effective Nonlinear Dynamical Spatio-Temporal Forecasting Model
Presenter
- Chris Wikle
April 23, 2018
IMA
Modern Sensing and Physics Learning with Shallow Recurrent Decoders
Presenter
- J. Nathan Kutz
January 22, 2025
ICERM
Scalable Gaussian-Process Inference Using Vecchia Approximations
Presenter
- Matthias Katzfuss
August 30, 2022
IMSI
Two Tales, One Resolution: Physics-Informed Inference Time Scaling and Precondition
Presenter
- Yiping Lu
June 13, 2025
IMSI
Two Tales, One Resolution: Physics-Informed Inference Time Scaling and Precondition
Presenter
- Yiping Lu
May 22, 2025
IMSI
Deep Discrete Encoders: Identifiable Deep Generative Models for Rich Data with Discrete Latent Layers
Presenter
- Yuqi Gu
May 6, 2025
IMSI
Accelerated predictions of the sublimation enthalpy of organic materials with machine learning
Presenter
- Yifan Liu
April 21, 2025
IMSI
