External Resource
The Mythos of Model Interpretability
Zachary C. Lipton (arXiv / CACM, 2018)
Argues that 'interpretability' conflates several distinct goals — transparency vs. post-hoc explanation — that should be teased apart.
Theses this informs
- Right to TransparencyChallenges