Building ML models for everyone: understanding fairness in machine learning...

Learn why implementing ML fairness into an ML workflow is so important, and see tools and techniques...

0 users, 13 mentions 2019/09/25 18:49
[1907.06430] A Causal Bayesian Networks Viewpoint on Fairness

We offer a graphical interpretation of unfairness in a dataset as the presence of an unfair causal p...

0 users, 3 mentions 2019/10/05 09:48
Google AI Blog: ML-fairness-gym: A Tool for Exploring Long-Term Impacts of ...

Posted by Hansa Srinivasan, Software Engineer, Google Research Machine learning systems have bee...

0 users, 6 mentions 2020/02/20 11:20
Fairness入門 ~AIに倫理観を教える~ | AI-SCHOLAR

AIを勉強している皆さんこんにちは。 皆さんはFairnessを知っていますか? FairnessはAIの分野の一つで、近年とても注目されています。そこで、A Survey on Bias and F...

20 users, 12 mentions 2019/10/10 08:40
Symposium and Statement on Machine Learning and Fairness | 人工知能学会 倫理委員会

Japan Society for Artificial Intelligence, Ethics Committee; Japan Society for Software Science and ...

0 users, 2 mentions 2019/12/28 21:51
GitHub - fairlearn/fairlearn: A Python package that implements a variety of...

A Python package that implements a variety of algorithms that mitigate unfairness in supervised mach...

0 users, 4 mentions 2019/11/06 18:51
Machine Learning Fairness  |  ML Fairness  |  Google Developers

Working to make machine learning beneficial for everyone.

8 users, 2 mentions 2019/12/02 06:51
GitHub - algofairness/fairness-comparison: Comparing fairness-aware machine...

Comparing fairness-aware machine learning techniques. - algofairness/fairness-comparison

1 users, 1 mentions 2019/01/31 20:17
Fairness-Aware Data Mining | Toshihiro Kamishima

The goal of fairness-aware data mining is to analyze data while taking into account potential issues...

2 users, 2 mentions 2019/11/22 11:20
Fairness and machine learning

Fairness and machine learning Limitations and Opportunities EmphBox. This online textbook is an i...

0 users, 3 mentions 2019/09/12 21:48