Developers often hear about leveraging machine learning algorithms in order to build more intelligent applications, but many don’t know where to start.

This blog post is my attempt to give an overview of the sub-field of machine learning interpretability. I do not intend for this post to be necessarily comprehensive, but my goal is to review conceptual frameworks, existing research, and future directions... (more…)

The rapid recent progress in machine learning (ML) has raised a number of scientific questions that challenge the longstanding dogma of the field. One of the most important riddles is the good empirical generalization of overparameterized models. Overpara... (more…)

Psychol Sci. 2017 Aug 1:956797617714580. doi: 10.1177/0956797617714580. [Epub ahead of print]... (more…)

Oct. 5 -- Primary brain tumors encompass a wide range of tumors depending on the cell type, the aggressiveness, and stage of tumor. Quickly and accurately... (more…)