Member
Kind of research
Topic
Location research
Duration
-
Explain Yourself!
The scope of understanding and explanation from machine learning models
Machine learning models influence impactful decisions. However, such models are increasingly complex and opaque, challenging current philosophical theories of explanation and understanding. This project develops a new framework for identifying whether understanding from machine learning models is possible, and the impact these models have on theories of explanation.
More information can be found here.