Completed
Mitigating algorithmic bias
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Addressing Algorithmic Bias
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Heuristics & biases
- 3 The cognitive bias codex
- 4 Algorithmic bias
- 5 Examples
- 6 Where does bias enter the algorithms?
- 7 Fair algorithms
- 8 Analysing trade-offs when choosing who to protect from algorithmic bias
- 9 Protecting groups, protecting individuals
- 10 Accuracy is fairness
- 11 Combating bias in algorithms
- 12 Screening algorithms for bias
- 13 What can we control?
- 14 Algorithmic auditing
- 15 Challenges with addressing algorithmic bias
- 16 Mitigating algorithmic bias
- 17 Outro
