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@Human-Centric-Machine-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 27

  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 18 5

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

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

    Jupyter Notebook 14 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 64 repositories
  • token-pricing-companion Public
    Human-Centric-Machine-Learning/token-pricing-companion's past year of commit activity
    HTML 0 0 0 0 Updated Jun 17, 2026
  • learning-under-alignment Public
    Human-Centric-Machine-Learning/learning-under-alignment's past year of commit activity
    Jupyter Notebook 1 GPL-3.0 0 0 0 Updated Jun 16, 2026
  • token-pricing Public

    Repository for the paper "Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives", ICML 2026

    Human-Centric-Machine-Learning/token-pricing's past year of commit activity
    Jupyter Notebook 5 0 0 0 Updated May 30, 2026
  • coupled-llm-evaluation Public

    Code for "Evaluation of Large Language Models via Coupled Token Generation", AISTATS 2026.

    Human-Centric-Machine-Learning/coupled-llm-evaluation's past year of commit activity
    Jupyter Notebook 4 0 0 0 Updated May 21, 2026
  • strategic-ttc Public

    Code for "Test-Time Compute Games", 2026

    Human-Centric-Machine-Learning/strategic-ttc's past year of commit activity
    Jupyter Notebook 7 MIT 0 0 0 Updated May 2, 2026
  • strategic-experiments Public

    This repository contains the code for the paper "Optimizing Social Utility in Sequential Experiments".

    Human-Centric-Machine-Learning/strategic-experiments's past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Apr 22, 2026
  • stackexchange-dump-to-postgres Public

    Python scripts to import StackExchange data dump into Postgres DB.

    Human-Centric-Machine-Learning/stackexchange-dump-to-postgres's past year of commit activity
    Python 92 MIT 31 5 2 Updated Apr 21, 2026
  • token-audit Public

    Repository for the paper "Auditing Pay-Per-Token in Large Language Models", AISTATS'26

    Human-Centric-Machine-Learning/token-audit's past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Mar 23, 2026
  • Tokenization-Multiplicity Public

    This repository contains the code and data for the paper "Tokenization Multiplicity Leads to Arbitrary Price Variation in LLM-as-a-service"

    Human-Centric-Machine-Learning/Tokenization-Multiplicity's past year of commit activity
    Jupyter Notebook 3 MIT 0 0 0 Updated Mar 17, 2026
  • hcml-seminar-2025 Public

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

    Human-Centric-Machine-Learning/hcml-seminar-2025's past year of commit activity
    0 0 0 0 Updated Feb 5, 2026
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