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
Expert-curated guides to the best of CS research.
Peter Bailis, Tawanna Dillahunt, Stefanie Mueller, Patrick Baudisch From Communications of the ACM | October 2017
Expert-curated guides to the best of CS research for practitioners.
Peter Bailis, Camille Fournier, Joy Arulraj, Andrew Pavlo From Communications of the ACM | November 2016
How can applications be built on eventually consistent infrastructure given no guarantee of safety?Peter Bailis, Ali Ghodsi From Communications of the ACM | May 2013