algorithmic-bias

There are 3 repositories under algorithmic-bias topic.

aamini / introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
algorithmic-bias computer-vision deep-learning deep-reinforcement-learning deeplearning jupyter-notebooks mit music-generation neural-networks tensorflow tensorflow-tutorials
Language:Jupyter Notebook 6839
very-good-science / data-ethics-club
A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.
data-ethics machine-learning data-science ethics data algorithms bias algorithmic-bias data-ethics-club
Language:Python 75
yanaiela / demog-text-removal
adversarial-training machine-learning representation-learning nlp algorithmic-bias
Language:Python 49
InPhyT / Algorithmic_Bias_in_Echo_Chamber_Formation
Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".
community-detection computational-social-science multilayer-graphs opinion-dynamics twitter twitter-api algorithmic-bias echo-chamber election-analysis social-media social-network social-network-analysis agent-based-modeling
Language:Jupyter Notebook 9
MLD3 / Deep-Learning-Applied-to-Chest-X-rays-Exploiting-and-Preventing-Shortcuts
[MLHC 2020] Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts (Jabbour, Fouhey, Kazerooni, Sjoding, Wiens). https://arxiv.org/abs/2009.10132
mlhc-2020 deep-learning chest-x-ray algorithmic-bias
Language:Jupyter Notebook 7
csinva / clinical-rule-analysis
Analyzing clinical decision instruments through the lens of data and large language models.
algorithmic-bias artificial-intelligence clinical-data clinical-data-warehouse clinical-decision-support deep-learning healthcare-ai healthcare-data huggingface-transformers imodelsx large-language-models machine-learning natural-language-processing openai-api python3 web-scraping
Language:Jupyter Notebook 6
bhavyaghai / Cascaded-Debiasing
Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions on Fairness, Accuracy and Population groups
algorithmic-bias debiasing fairness-ml
Language:Jupyter Notebook 4
hora / politics-of-tech-workshop
Workshop with readings and exercises on the politics of tech.
data-centres content-moderation disability discrimination rendering-technical algorithmic-bias imposter-syndrome
3
rahmanidashti / FairBook
FairBook: A Reproducibility Study on The Unfairness of Popularity Bias in Book Recommendation (Bias@ECIR 2022)
algorithmic-bias bias book book-crossing dataset fairness popularity recommender-system reproducibility reproducible-research
Language:Jupyter Notebook 3
americast / algo_bias
Detecting bias in ML models using heat maps
machine-learning deep-learning torch pytorch algorithmic-bias heatmaps tensorflow
Language:Python 2
dilettagoglia / AI-social-ethical-issues
Social and Ethical Issues in Information Technology - material and project
ai-ethics algorithmic-bias correlated-features bias ethical-artificial-intelligence
2
armsp / AIFU
AI flub ups
accountability ai algorithm algorithmic-bias algorithmic-fairness algorithmic-governance disaster ethics government policy public-policy societal-impact tragedy watchdog nlp llm natural-language natural-language-processing
Language:JavaScript 1
khuf / INFO381
Demonstrates the use of bias mitigation algorithms from IBM's AIF360 toolkit.
fairness-ml algorithmic-bias fairness-ai
Language:Jupyter Notebook 1
anoopkdcs / affective_bias_in_plm
Affevtive Bias in Large Pre-trained Language Models
bert deep-learning gpt language-model t5 transformer xlnet affective-computing algorithmic-bias emotion-detection emotion-recognition fairness-ai affective-bias
Language:Jupyter Notebook 0
carlomarxdk / algorithmic-fairness-2022
Exercise repository for Algorithmic Fairness, Accountability and Ethics (Spring 2022), IT University of Copenhagen
lecture-material fairness itu exercises ethics data-science algorithmic-fairness algorithmic-bias algorithmic-accountability
Language:Jupyter Notebook 0
manjaryp / ImageForgeryFairness
Fairness in Digital Image Forgery Detection System
algorithmic-bias algorithmic-fairness classify-real-gan-images fairness-ai real-fake-faces transformer vision-transformer-bias vision-transformer-fairness
Language:Jupyter Notebook 0
MoadComputer / twitter_saliency_bias_analysis
Automated tool to evaluate Twitter saliency filter algorithmic bias
machie-vision algorithmic-bias testing saliency-filter
Language:Jupyter Notebook 0