Three critical design points: Joint learning, weak supervision, and new representations.
Alex Ratner, Chris Ré, Peter Bailis From Communications of the ACM | November 2018
What happens when we wish to actually deploy a machine learning model to production?
Dan Crankshaw, Joseph Gonzalez, Peter Bailis From Communications of the ACM | August 2018