Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022
point-process counterfactual explainable-ai explainable-ml temporal-point-process structural-causal-model gumbel-max
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- Jupyter Notebook
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gumbel-max
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Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces, NeurIPS 2021
pytorch binary-tree arborescence perfect-matchings spanning-tree gumbel discrete-variables exponential-distribution score-function-estimator gradient-estimation gumbel-distribution neurips-2021 gumbel-max
- Updated
- Jupyter Notebook
Code for "Counterfactual Inference of Second Opinions", UAI 2022
machine-learning causality causal-inference counterfactual-explanations human-ai-teaming counterfactual-inference gumbel-max uai2022
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- Python
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