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09/14/2023
Physics-constrained robust learning of open-form PDEs from limited and noisy data
Unveiling the underlying governing equations of nonlinear dynamic system...
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04/04/2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation
The Shapley value is widely regarded as a trustworthy attribution metric...
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02/25/2023
Bayesian Neural Networks Tend to Ignore Complex and Sensitive Concepts
In this paper, we focus on mean-field variational Bayesian Neural Networ...
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03/25/2022
