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Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems Kurt Butler
Neural Information Processing Systems
The TSCI approach is model-agnostic and can be used as a drop-in replacement for CCM and its generalizations.
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ConjugateBayesianTwo-stepChangePointDetection forHawkesProcess
Neural Information Processing Systems
Additionally, we conduct ablation studies to explore the robustness of our method concerning various hyperparameters.
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Most Influential Subset Selection: Challenges, Promises, and Beyond Y uzheng Hu
Neural Information Processing Systems
Subset Selection (MISS) problem, which aims to identify a subset of training samples with the greatest collective influence.
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