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gumbel-max

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Networks-Learning / counterfactual-tpp

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

Updated Sep 26, 2022
Jupyter Notebook

RakitinDen / pytorch-recursive-gumbel-max-trick

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 Dec 11, 2021
Jupyter Notebook

Networks-Learning / cfact-inference-second-opinions

Code for "Counterfactual Inference of Second Opinions", UAI 2022

machine-learning causality causal-inference counterfactual-explanations human-ai-teaming counterfactual-inference gumbel-max uai2022

Updated May 17, 2022
Python

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