Human-Centric Machine learning
- 33 followers
- Kaiserslautern, Germany
- https://learning.mpi-sws.org
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Repositories
- counterfactual-prediction-sets Public
Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.
Networks-Learning/counterfactual-prediction-sets’s past year of commit activity - controlling-counterfactual-harm-prediction-sets Public
Code for "Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets"
Networks-Learning/controlling-counterfactual-harm-prediction-sets’s past year of commit activity - towards-human-ai-complementarity-predictions-sets Public
Code for "Towards Human-AI Complementarity with Predictions Sets", arXiv 2024
Networks-Learning/towards-human-ai-complementarity-predictions-sets’s past year of commit activity - prediction-powered-ranking Public
Code for "Prediction-Powered Ranking of Large Language Models", Arxiv 2024.
Networks-Learning/prediction-powered-ranking’s past year of commit activity - counterfactually-harmless-matching Public
Code for "Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes", arXiv 2024
Networks-Learning/counterfactually-harmless-matching’s past year of commit activity - improve-expert-predictions-conformal-prediction Public
Code for "Improving Expert Predictions with Prediction Sets" , ICML 2023
Networks-Learning/improve-expert-predictions-conformal-prediction’s past year of commit activity - strategic-decisions Public
Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.
Networks-Learning/strategic-decisions’s past year of commit activity - hcml-seminar-2023 Public
Networks-Learning/hcml-seminar-2023’s past year of commit activity - counterfactual-continuous-mdp Public
Code for "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces", NeurIPS 2023.
Networks-Learning/counterfactual-continuous-mdp’s past year of commit activity - human-aligned-calibration Public
Code for "Human-Aligned Calibration for AI-Assisted Decision Making", NeurIPS 2023
Networks-Learning/human-aligned-calibration’s past year of commit activity
