Here’s a simple checklist for people who deploy machine learning models to production. Based on my personal experience. (more…)

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Graphical causal inference as pioneered by Judea Pearl arose from research on artificial intelligence (AI), and for a long time had little connection to the field of machine learning. This article discusses where links have been and should be establishe... (more…)

Posted by Shan Carter, Software Engineer and Chris Olah, Research Scientist, Google Brain Team Science isn't just about discovering new re... (more…)

Yoshua and Samy Bengio, Yann Lecun, Rich Sutton and Sergey Levine talk about the future of machine learning and how unsupervised learning methods will likely get us to human-level intelligence in machines. (more…)