Knowledge Report - Artificial Intelligence - Countering Bias
Budget: $30 – $50 AUD
A training PowerPoint presentation on the topic. Ethics in Artificial Intelligence - Countering Bias.
Idea is to introduce this concept and create awareness to the risk of bias in automation.
Good use of recent and practical examples would be useful. Idea to create awareness and avoid bias in trained machine learning models.
I would like to see coverage of Datasheets for datasets by Timnit Jebru and some practical examples.
https://arxiv.org/abs/1803.09010
I would also like to see coverage of Model Card for Models and some practical examples.
https://arxiv.org/abs/1810.03993
Idea is to introduce this concept and create awareness to the risk of bias in automation.
Good use of recent and practical examples would be useful. Idea to create awareness and avoid bias in trained machine learning models.
I would like to see coverage of Datasheets for datasets by Timnit Jebru and some practical examples.
https://arxiv.org/abs/1803.09010
I would also like to see coverage of Model Card for Models and some practical examples.
https://arxiv.org/abs/1810.03993
Related categories:
Algorithm
Research Writing
Machine Learning (ML)
Data Science
Artificial Intelligence