no code implementations • 31 Jan 2019 • Isaac Lage, Emily Chen, Jeffrey He, Menaka Narayanan, Been Kim, Sam Gershman, Finale Doshi-Velez
Recent years have seen a boom in interest in machine learning systems that can provide a human-understandable rationale for their predictions or decisions.
no code implementations • 2 Feb 2018 • Menaka Narayanan, Emily Chen, Jeffrey He, Been Kim, Sam Gershman, Finale Doshi-Velez
Recent years have seen a boom in interest in machine learning systems that can provide a human-understandable rationale for their predictions or decisions.
no code implementations • 3 Nov 2017 • Finale Doshi-Velez, Mason Kortz, Ryan Budish, Chris Bavitz, Sam Gershman, David O'Brien, Kate Scott, Stuart Schieber, James Waldo, David Weinberger, Adrian Weller, Alexandra Wood
The ubiquity of systems using artificial intelligence or "AI" has brought increasing attention to how those systems should be regulated.
1 code implementation • ACL 2016 • Kayhan Batmanghelich, Ardavan Saeedi, Karthik Narasimhan, Sam Gershman
In this paper, we propose to use the von Mises-Fisher distribution to model the density of words over a unit sphere.