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Trustworthiness
Towards Standardization of Data Licenses: The Montreal Data License
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.
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Citation
The Lottery Ticket Hypothesis at Scale
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.
PDF
Citation
A large-scale crowd-sourced analysis of abuse against women journalists and politicians on Twitter
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.
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Citation
How One Company Made Its Analytics Investment Pay Off
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.
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