In this series of posts, we will develop an analogy between the realistic assumptions debate in economic methodology and the current discussion over interpretability when using machine learning models in the wild. While this connection may seem fuzzy at f... (more…)

Thursday, December 08, 2016 at 12:00 PM Eastern Standard Time.

The identified guiding principles can inform the development of good machine learning practices to promote safe, effective, and high-quality medical devices. (more…)

This post introduces Milton Friedman’s 1953 essay The Methodology of Positive Economics which takes the position that economic theories should be evaluated only on their predictions within some specified domain. This article has been called “the most cite... (more…)

Posted by Amir Yazdanbakhsh, Research Scientist, Google Research One of the key contributors to recent machine learning (ML) advancements... (more…)