Fairwashing and the Folly of ML Solutionism with Zachary Lipton - TWIML Talk #285

Published: July 25, 2019, 3:47 p.m.

b'Today we\\u2019re joined by Zachary Lipton, Assistant Professor in the Tepper School of Business. With a theme of data interpretation, Zachary\\u2019s research is focused on machine learning in healthcare, with the goal of assisting physicians through the diagnosis and treatment process. We discuss supervised learning in the medical field, robustness under distribution shifts, ethics in machine learning systems across industries, the concept of \\u2018fairwashing, and more.'