LeCun vs. Rahimi: Has Machine Learning Become Alchemy?
Google's Ali Rahimi put it bluntly in his NIPS presentation: “Machine learning has become alchemy." The words triggered Facebook's Yann LeCun to fight back. (more…)
Read more »Interpretability in machine learning (ML) is crucial for high stakes
decisions and troubleshooting. In this work, we provide fundamental principles
for interpretable ML, and dispel common misunderstandings that dilute the
importance of this crucial topic…. Read more