Human-Centric Machine learning
- 46 followers
- Kaiserslautern, Germany
- https://learning.mpi-sws.org
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Repositories
- 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 - 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 - 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 - 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 - controlling-counterfactual-harm-prediction-sets Public
Code for "Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets", NeurIPS 2024.
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.
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
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", NeurIPS 2024.
Networks-Learning/prediction-powered-ranking’s past year of commit activity
