Networks-Learning / counterfactual-tpp Star 15 Code Issues Pull requests 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 Star 11 Code Issues Pull requests 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 Star 2 Code Issues Pull requests 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