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Projects in Awesome Lists tagged with human-ai-teaming

A curated list of projects in awesome lists tagged with human-ai-teaming .

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https://github.com/networks-learning/improve-expert-predictions-conformal-prediction

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

classification-algorithm conformal-prediction human-ai-teaming machine-learning multiclass-classification

Last synced: 17 Nov 2024

https://github.com/networks-learning/regression-under-assistance

Code and data for "Regression under human assistance", AAAI 2020

complementarity human-ai human-ai-teaming human-centered-data-science human-centered-ml human-centric-ml

Last synced: 17 Nov 2024

https://github.com/networks-learning/differentiable-learning-under-triage

Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021

algorithmic-triage classifier complementarity deep-learning human-ai human-ai-teaming machine-learning supervised-learning

Last synced: 17 Nov 2024

https://github.com/networks-learning/human-aligned-calibration

Code for "Human-Aligned Calibration for AI-Assisted Decision Making", NeurIPS 2023

alignment calibration decision-making decision-making-under-uncertainty explainable-ai explainable-ml human-ai human-ai-teaming machine-learning

Last synced: 17 Nov 2024

https://github.com/networks-learning/within-group-monotonicity

Code for "On the Within-group Discrimination of Screening Classifiers", ICML 2023

decision-making decision-making-under-uncertainty fairness fairness-ml human-ai-teaming machine-learning

Last synced: 17 Nov 2024

https://github.com/networks-learning/cfact-inference-second-opinions

Code for "Counterfactual Inference of Second Opinions", UAI 2022

causal-inference causality counterfactual-explanations counterfactual-inference gumbel-max human-ai-teaming machine-learning uai2022

Last synced: 17 Nov 2024

https://github.com/networks-learning/counterfactual-prediction-sets

Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.

classification-algorithm conformal-prediction human-ai-teaming machine-learning multiclass-classification prediction-sets

Last synced: 17 Nov 2024

https://github.com/networks-learning/controlling-counterfactual-harm-prediction-sets

Code for "Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets", NeurIPS 2024.

causality conformal-prediction counterfactuals decision-support decision-support-system harm human-ai-teaming prediction-sets

Last synced: 17 Nov 2024