All

62 repositories

coupled-llm-evaluation
Public
Code for "Evaluation of Large Language Models via Coupled Token Generation", AISTATS 2026.
llama causality counterfactuals
llama causality counterfactuals llm llm-evaluation
Jupyter Notebook
•0•3•0•0•Updated May 21, 2026May 21, 2026
strategic-ttc
Public
Code for "Test-Time Compute Games", 2026
game-theory auction social-welfare
game-theory auction social-welfare llm llm-inference price-of-anarchy
Jupyter Notebook
•
MIT License
•0•6•0•0•Updated May 2, 2026May 2, 2026
strategic-experiments
Public
This repository contains the code for the paper "Optimizing Social Utility in Sequential Experiments".
decision-making game-theory bayesian
decision-making game-theory bayesian markov-decision-processes hypothesis-testing antibiotics subsidies bayesian-game social-welfare e-values
Jupyter Notebook
•
MIT License
•0•2•0•0•Updated Apr 22, 2026Apr 22, 2026
stackexchange-dump-to-postgres
Public
Python scripts to import StackExchange data dump into Postgres DB.
python postgres database
python postgres database stackexchange-dump data-dump stackoverflow-data
Python
•
MIT License
•31•91•5•2•Updated Apr 21, 2026Apr 21, 2026
token-audit
Public
Repository for the paper "Auditing Pay-Per-Token in Large Language Models", AISTATS'26
audit martingales e-values
audit martingales e-values llms
Jupyter Notebook
•0•3•0•0•Updated Mar 23, 2026Mar 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"
Jupyter Notebook
•
MIT License
•0•3•0•0•Updated Mar 17, 2026Mar 17, 2026
hcml-seminar-2025
Public
Human-Centric Machine Learning Seminar @ RPTU (Winter 2025)
0•0•0•0•Updated Feb 5, 2026Feb 5, 2026
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."
Jupyter Notebook
•
Creative Commons Attribution 4.0 International
•0•2•1•0•Updated Oct 21, 2025Oct 21, 2025
token-pricing
Public
Repository for the paper "Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives", ICML 2026
machine-learning tokenization mechanism-design
machine-learning tokenization mechanism-design llms strategic-behavior
Jupyter Notebook
•0•5•0•0•Updated Oct 1, 2025Oct 1, 2025
human-AI-complementarity-matching
Public
AI-Assisted-Matching
Python
•1•2•1•0•Updated Jul 24, 2025Jul 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".
JavaScript
•
GNU General Public License v3.0
•0•3•0•0•Updated Jun 18, 2025Jun 18, 2025
within-group-monotonicity
Public
Code for "On the Within-group Discrimination of Screening Classifiers", ICML 2023
machine-learning decision-making fairness
machine-learning decision-making fairness decision-making-under-uncertainty fairness-ml human-ai-teaming
Python
•1•3•0•0•Updated Apr 25, 2025Apr 25, 2025
differentiable-learning-under-triage
Public
Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021
classifier machine-learning deep-learning
classifier machine-learning deep-learning supervised-learning human-ai complementarity human-ai-teaming algorithmic-triage
Jupyter Notebook
•2•5•0•0•Updated Apr 25, 2025Apr 25, 2025
classification-under-assistance
Public
Code and data for "Classification Under Human Assistance", AAAI 2021.
human-centered-data-science human-centric-ml human-centered-ml
human-centered-data-science human-centric-ml human-centered-ml
Python
•2•7•0•0•Updated Apr 25, 2025Apr 25, 2025
hcml-seminar-2024
Public
Human-Centric Machine Learning Seminar @ RPTU (Winter 2024)
0•1•0•0•Updated Feb 3, 2025Feb 3, 2025
controlling-counterfactual-harm-prediction-sets
Public
Code for "Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets", NeurIPS 2024.
causality decision-support decision-support-system
causality decision-support decision-support-system conformal-prediction harm counterfactuals human-ai-teaming prediction-sets
Python
•0•1•0•0•Updated Dec 4, 2024Dec 4, 2024
counterfactual-llms
Public
Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.
token-generation mistral sampling-methods
token-generation mistral sampling-methods counterfactuals llm mistral-small llama3 llama3-8b
Jupyter Notebook
•3•33•0•0•Updated Nov 7, 2024Nov 7, 2024
towards-human-ai-complementarity-predictions-sets
Public
Code for "Towards Human-AI Complementarity with Prediction Sets", NeurIPS 2024
conformal-prediction decision-support-systems human-ai-complementarity
conformal-prediction decision-support-systems human-ai-complementarity
Python
•
MIT License
•0•3•0•0•Updated Oct 29, 2024Oct 29, 2024
prediction-powered-ranking
Public
Code for "Prediction-Powered Ranking of Large Language Models", NeurIPS 2024.
ranking-algorithm llm-eval llm-evaluation
ranking-algorithm llm-eval llm-evaluation llm-evaluation-framework prediction-powered-inference rank-sets
Jupyter Notebook
•
MIT License
•1•9•0•0•Updated Oct 28, 2024Oct 28, 2024
improve-expert-predictions-conformal-prediction
Public
Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023
machine-learning classification-algorithm multiclass-classification
machine-learning classification-algorithm multiclass-classification conformal-prediction human-ai-teaming
Jupyter Notebook
•4•14•0•0•Updated Aug 20, 2024Aug 20, 2024
counterfactual-prediction-sets
Public
Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.
machine-learning classification-algorithm multiclass-classification
machine-learning classification-algorithm multiclass-classification conformal-prediction human-ai-teaming prediction-sets
Python
•
MIT License
•1•3•0•0•Updated Jun 12, 2024Jun 12, 2024
counterfactually-harmless-matching
Public
Code for "Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes", arXiv 2024
Python
•
MIT License
•0•3•0•0•Updated May 24, 2024May 24, 2024
strategic-decisions
Public
Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.
decision-making incentives explainable-ai
decision-making incentives explainable-ai explainable-ml counterfactual-explanations algorithmic-recourse strategic-ml
Jupyter Notebook
•5•29•0•0•Updated Feb 28, 2024Feb 28, 2024
hcml-seminar-2023
Public
0•0•0•0•Updated Dec 19, 2023Dec 19, 2023
counterfactual-continuous-mdp
Public
Code for "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces", NeurIPS 2023.
machine-learning decision-making causality
machine-learning decision-making causality markov-decision-processes decision-making-under-uncertainty explainable-ai explainable-ml counterfactuals
Python
•1•7•0•0•Updated Oct 18, 2023Oct 18, 2023
human-aligned-calibration
Public
Code for "Human-Aligned Calibration for AI-Assisted Decision Making", NeurIPS 2023
machine-learning decision-making calibration
machine-learning decision-making calibration alignment decision-making-under-uncertainty human-ai explainable-ai explainable-ml human-ai-teaming
Python
•
MIT License
•3•3•0•0•Updated Jul 19, 2023Jul 19, 2023
regression-under-assistance
Public
Code and data for "Regression under human assistance", AAAI 2020
human-ai complementarity human-centered-data-science
human-ai complementarity human-centered-data-science human-ai-teaming human-centric-ml human-centered-ml
Jupyter Notebook
•3•6•1•0•Updated Mar 29, 2023Mar 29, 2023
disease-control
Public
Code and data for "Stochastic Optimal Control of Epidemic Processes in Networks", ML4H at NeurIPS 2018
machine-learning control networks
machine-learning control networks point-processes disease-control
Jupyter Notebook
•4•12•0•5•Updated Feb 10, 2023Feb 10, 2023
counterfactual-explanations-mdp
Public
Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
machine-learning mdp sequential-decision-making-problems
machine-learning mdp sequential-decision-making-problems explainable-ai explainable-ml counterfactual-explanations counterfactuals markov-deci cognitive-therapy
Jupyter Notebook
•5•16•0•0•Updated Feb 8, 2023Feb 8, 2023
memorize
Public
Code and real data for "Enhancing Human Learning via Spaced Repetition Optimization", PNAS 2019
machine-learning algorithm control
machine-learning algorithm control spaced-repetition duolingo point-processes pnas
Jupyter Notebook
•
MIT License
•27•188•0•0•Updated Jan 10, 2023Jan 10, 2023

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Human-Centric Machine learning

All

All

62 repositories

coupled-llm-evaluation

strategic-ttc

strategic-experiments

stackexchange-dump-to-postgres

token-audit

Tokenization-Multiplicity

hcml-seminar-2025

narrowing-action-choices

token-pricing

human-AI-complementarity-matching

human-alignment-study

within-group-monotonicity

differentiable-learning-under-triage

classification-under-assistance

hcml-seminar-2024

controlling-counterfactual-harm-prediction-sets

counterfactual-llms

towards-human-ai-complementarity-predictions-sets

prediction-powered-ranking

improve-expert-predictions-conformal-prediction

counterfactual-prediction-sets

counterfactually-harmless-matching

strategic-decisions

hcml-seminar-2023

counterfactual-continuous-mdp

human-aligned-calibration

regression-under-assistance

disease-control

counterfactual-explanations-mdp

memorize

All

All

Repositories list

62 repositories