human-centered-ml

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Open-Source-ML /awesome-human-centered-ai

Star47

A curated list of awesome human-centered AI resources.

artificial-intelligence human-centered-ml

UpdatedApr 14, 2022

wanxinjin /Learning-from-Directional-Corrections

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A new method for a robot to learn a control objective from human user's directional corrections.

human-robot-interaction robot-learning human-robot-collaboration human-in-the-loop human-factors human-in-the-loop-learning human-centered-ml learning-from-corrections

UpdatedOct 27, 2021
Python

Chacha-Chen /Explanations-Human-Studies

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This repository provides a summarization of recent empirical studies/human studies that measure human understanding with machine explanations in human-AI interactions.

human-computer-interaction interpretability explainable-ai explainable-ml interpretable-machine-learning explainability human-centered-ml human-ai-interaction

UpdatedJul 24, 2024

Networks-Learning /regression-under-assistance

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

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

UpdatedMar 29, 2023
Jupyter Notebook

Networks-Learning /classification-under-assistance

Star6

Code and data for "Classification Under Human Assistance"

human-centered-data-science human-centric-ml human-centered-ml

UpdatedApr 25, 2025
Python

amcrisan /interactive-model-cards

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An experimental project that examines whether interactivity can augment people's understanding of machine learning models through model cards

nlp machine interaction-design human-centered-data-science model-card human-centered-ml

UpdatedMay 17, 2022
Python

JingyuXIN05 /Combating-False-Data-Injection-Attacks-on-Human-Centric-Sensing-Applications

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security deep-learning sensor-data siamese-network ubiquitous-computing multiple-instance-learning human-centered-ml siamese-mil false-data-injection-attack

UpdatedAug 2, 2022
Python

EwertonDCSilv /emotion_faces

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machine-learning emotion image-classification emotion-recognition human-centered-ml hcml

UpdatedJan 21, 2022
Jupyter Notebook

ktxlh /counseling-generator-backend

Star0

Suggest the next counseling strategies and corresponding example responses to peer-counselors

nlp hci human-centered-ml

UpdatedSep 25, 2023
Python

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