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@Networks-Learning

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 188 28

  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 16 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

Repositories

Showing 10 of 59 repositories
  • hcml-seminar-2025 Public

    Human-Centric Machine Learning Seminar @ RPTU (Winter 2025)

    Networks-Learning/hcml-seminar-2025’s past year of commit activity
    0 0 0 0 Updated Oct 22, 2025
  • narrowing-action-choices Public

    This repository contains the code and human study data for the paper "Narrowing Action Choices with AI Improves Human Sequential Decisions."

    Networks-Learning/narrowing-action-choices’s past year of commit activity
    Jupyter Notebook 1 CC-BY-4.0 0 1 0 Updated Oct 21, 2025
  • token-audit Public

    Repository for the paper "Auditing Pay-Per-Token in Large Language Models"

    Networks-Learning/token-audit’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Oct 1, 2025
  • token-pricing Public

    Repository for the paper "Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives", Arxiv 2025

    Networks-Learning/token-pricing’s past year of commit activity
    Jupyter Notebook 4 0 0 0 Updated Oct 1, 2025
  • human-AI-complementarity-matching Public

    AI-Assisted-Matching

    Networks-Learning/human-AI-complementarity-matching’s past year of commit activity
    Python 2 1 1 0 Updated Jul 24, 2025
  • human-alignment-study Public

    This repository contains the study data, analysis code and website code for "Human-Alignment Influences the Utility of AI-assisted Decision Making".

    Networks-Learning/human-alignment-study’s past year of commit activity
    JavaScript 2 GPL-3.0 0 0 0 Updated Jun 18, 2025
  • within-group-monotonicity Public

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

    Networks-Learning/within-group-monotonicity’s past year of commit activity
    Python 3 1 0 0 Updated Apr 25, 2025
  • differentiable-learning-under-triage Public

    Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021

    Networks-Learning/differentiable-learning-under-triage’s past year of commit activity
    Jupyter Notebook 5 2 0 0 Updated Apr 25, 2025
  • classification-under-assistance Public

    Code and data for "Classification Under Human Assistance", AAAI 2021.

    Networks-Learning/classification-under-assistance’s past year of commit activity
    Python 6 2 0 0 Updated Apr 25, 2025
  • coupled-llm-evaluation Public

    Code for "Evaluation of Large Language Models via Coupled Token Generation", Arxiv 2025.

    Networks-Learning/coupled-llm-evaluation’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Feb 7, 2025