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@Human-Centric-Machine-Learning

Human-Centric Machine learning

Human-Centric Machine learning at MPI-SWS

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  1. memorizememorizePublic

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

    Jupyter Notebook 188 27

  2. strategic-decisionsstrategic-decisionsPublic

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

    Jupyter Notebook 29 5

  3. counterfactual-tppcounterfactual-tppPublic

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

    Jupyter Notebook 16 3

  4. counterfactual-explanations-mdpcounterfactual-explanations-mdpPublic

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

    Jupyter Notebook 18 5

  5. improve-expert-predictions-conformal-predictionimprove-expert-predictions-conformal-predictionPublic

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

    Jupyter Notebook 14 4

  6. within-group-monotonicitywithin-group-monotonicityPublic

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

    Python 3 1

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