Human-Centric Machine learning
- 49 followers
- Kaiserslautern, Germany
- https://learning.mpi-sws.org
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- strategic-decisions
strategic-decisions PublicCode and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.
- counterfactual-tpp
counterfactual-tpp PublicCode and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022
- counterfactual-explanations-mdp
counterfactual-explanations-mdp PublicCode for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
- improve-expert-predictions-conformal-prediction
improve-expert-predictions-conformal-prediction PublicCode for "Improving Expert Predictions with Conformal Prediction" , ICML 2023
- within-group-monotonicity
within-group-monotonicity PublicCode for "On the Within-group Discrimination of Screening Classifiers", ICML 2023
Repositories
- 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".
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Networks-Learning/human-alignment-study’s past year of commit activity - token-pricing Public
Repository for the paper "Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives", Arxiv 2025
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Networks-Learning/token-pricing’s past year of commit activity - within-group-monotonicity Public
Code for "On the Within-group Discrimination of Screening Classifiers", ICML 2023
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Networks-Learning/within-group-monotonicity’s past year of commit activity - differentiable-learning-under-triage Public
Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021
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Networks-Learning/differentiable-learning-under-triage’s past year of commit activity - classification-under-assistance Public
Code and data for "Classification Under Human Assistance", AAAI 2021.
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Networks-Learning/classification-under-assistance’s past year of commit activity - coupled-llm-evaluation Public
Code for "Evaluation of Large Language Models via Coupled Token Generation", Arxiv 2025.
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Networks-Learning/hcml-seminar-2024’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", NeurIPS 2024.
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Networks-Learning/controlling-counterfactual-harm-prediction-sets’s past year of commit activity - counterfactual-llms Public
Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.
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Networks-Learning/counterfactual-llms’s past year of commit activity - towards-human-ai-complementarity-predictions-sets Public
Code for "Towards Human-AI Complementarity with Prediction Sets", NeurIPS 2024
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Networks-Learning/towards-human-ai-complementarity-predictions-sets’s past year of commit activity
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