This work is licensed under a Creative Commons Attribution-NonCommercial 2.5 License. (more…)

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…)

When Apple introduced its 64-bit A7 processor in September, 2013, they caught the industry by surprise. According to an ex-Intel gent who’s now at a long-established Sand Hill Road venture firm, the… (more…)

Posted by Peyman Milanfar, Research Scientist Everyday the web is used to share and store millions of pictures, enabling one to explore th...

Machine learning research has advanced in multiple aspects, including model structures and learning methods. The effort to automate such research, known as AutoML, has also made significant progress. However, this progress has largely focused on the archi... (more…)