The Mythos of Model Interpretability
GPTKB entity
Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:arXivID |
1606.03490
|
| gptkbp:author |
Zachary C. Lipton
|
| gptkbp:citation |
highly cited
|
| gptkbp:discusses |
challenges in interpretability
definitions of interpretability importance of context in interpretability taxonomy of interpretability trade-offs in model design |
| https://www.w3.org/2000/01/rdf-schema#label |
The Mythos of Model Interpretability
|
| gptkbp:language |
English
|
| gptkbp:publicationYear |
2016
|
| gptkbp:publishedIn |
ICML Workshop on Human Interpretability in Machine Learning (WHI)
|
| gptkbp:topic |
gptkb:machine_learning
model interpretability |
| gptkbp:url |
https://arxiv.org/abs/1606.03490
|
| gptkbp:bfsParent |
gptkb:Zachary_Lipton
|
| gptkbp:bfsLayer |
8
|