# The Mythos of Model Interpretability

“The Mythos of Model Interpretability” (2018), by Zachary C. Lipton. Computer Science research paper. Original abstract below, unchanged. A free PDF is available.

- Authors: Zachary C. Lipton
- Published: June 1, 2018
- Field: Computer Science
- DOI: https://doi.org/10.1145/3233231
- Free PDF: https://arxiv.org/pdf/1606.03490

## Abstract

In machine learning, the concept of interpretability is both important and slippery.

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