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Human-Centric Machine learning

Human-Centric Machine learning at MPI-SWS

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  1. memorize memorize Public

    Code and real data for "Enhancing Human Learning via Spaced Repetition Optimization", PNAS 2019

    Jupyter Notebook 184 29

  2. strategic-decisions strategic-decisions Public

    Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.

    Jupyter Notebook 29 5

  3. counterfactual-tpp counterfactual-tpp Public

    Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022

    Jupyter Notebook 15 3

  4. counterfactual-explanations-mdp counterfactual-explanations-mdp Public

    Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021

    Jupyter Notebook 16 3

  5. improve-expert-predictions-conformal-prediction improve-expert-predictions-conformal-prediction Public

    Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023

    Jupyter Notebook 12 4

  6. within-group-monotonicity within-group-monotonicity Public

    Code for "On the Within-group Discrimination of Screening Classifiers", ICML 2023

    Python 3 1

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