algorithmic-bias | Topic | Ecosyste.ms: Repos

Topic: "algorithmic-bias"

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.

Language: Python - Size: 101 MB - Last synced at: about 14 hours ago - Pushed at: about 15 hours ago - Stars: 87 - Forks: 12

yanaiela/demog-text-removal

Language: Python - Size: 29.3 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 51 - Forks: 8

InPhyT/Algorithmic_Bias_in_Echo_Chamber_Formation

Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".

Language: Jupyter Notebook - Size: 59.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 0

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

Language: Jupyter Notebook - Size: 246 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

csinva/clinical-rule-survey

Analyzing clinical decision instruments through the lens of data and large language models.

Size: 115 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0

bhavyaghai/Cascaded-Debiasing

Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions on Fairness, Accuracy and Population groups

Language: Jupyter Notebook - Size: 88.1 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

rahmanidashti/FairBook

FairBook: A Reproducibility Study on The Unfairness of Popularity Bias in Book Recommendation (Bias@ECIR 2022)

Language: Jupyter Notebook - Size: 79.6 MB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

hora/politics-of-tech-workshop

Workshop with readings and exercises on the politics of tech.

Size: 39.1 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

sandravizz/AI-ethical-challenges

Teaching material for bachelor course at Arcada

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americast/algo_bias

Detecting bias in ML models using heat maps

Language: Python - Size: 17.8 MB - Last synced at: 11 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 7

dilettagoglia/AI-social-ethical-issues

Social and Ethical Issues in Information Technology - material and project

Size: 5.4 MB - Last synced at: 9 days ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

khuf/INFO381

Demonstrates the use of bias mitigation algorithms from IBM's AIF360 toolkit.

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shainamackin/nyc-hh_algorithmic-bias-mitigation

The code presented here is meant to accompany our Playbook, which illustrates our threshold adjustment methodology that can mitigate bias in EHR-based classification models. Our paper and the Playbook can be found in npj Digital Medicine at the link below:

Size: 6.73 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 1