Bias in AI (Part 3/3) - Sources of Bias in AI

00:01 Intro to Sources of Bias in AI
00:30 Where Does Bias Come From?
02:14 Data & Annotation Bias
04:36 Bias in Labels & Features
06:25 Sample Selection Bias
08:46 Algorithmic Bias
09:46 Feature Selection Bias
11:03 Learning Dynamics Bias
12:37 Optimization Bias
13:41 Human Annotation Bias
16:51 Designer Bias
17:46 Bias in Deployment & Interpretation
18:43 Social & Cultural Bias
19:47 Institutional Bias
20:20 Cultural Bias
21:06 Summary & Wrap-Up

Видео Bias in AI (Part 3/3) - Sources of Bias in AI канала Rania Khalsi