Trustworthiness

This paper provides a taxonomy for the licensing of data in the fields of artificial intelligence and machine learning. The …

Misha Benjamin, Paul Gagnon, Negar Rostamzadeh, Christopher Pal, Yoshua Bengio, Alex Shee

Workshop at the International Conference on Learning Representations (ICLR), 2019.

Pruning is a well-established technique for removing unnecessary structure from neural networks after training to improve the …

Jonathan Frankle, Gintare Karolina Dziugaite, Daniel M. Roy, Michael Carbin

ArXiv, 2019.

We report the first, to the best of our knowledge, hand-in-hand collaboration between human rights activists and machine learners, …

Laure Delisle, Alfredo Kalaitzis, Krzysztof Majewski, Archy de Berker, Milena Marin, Julien Cornebise

Workshop at the Neural Information Processing Systems (NeurIPS), 2018.

GFNorte recently established a Central Analytics Business Unit (ABU) with the mandate to convert information into profits at a rate of …

Jose A. Murillo, Yuri Levin, Mikhail Nediak, Ivan Sergienko

Harvard Business Review (HBR), 2018.