Emily Denton
发表
Data and its (dis)contents: A survey of dataset development and use in machine learning research
pdf
Amandalynne Paullada,
Inioluwa Deborah Raji,
Emily M. Bender,
2020,
Patterns.
Emily Denton,
Timnit Gebru,
Ben Hutchinson,
2019,
ArXiv.
Inioluwa Deborah Raji,
Emily Denton,
Margaret Mitchell,
2020,
AIES.
Emily Denton,
Margaret Mitchell,
Timnit Gebru,
2020,
AIES.
Emily Denton,
Alex Hanna,
Emily L. Denton,
2020,
FAT*.
Emily Denton,
Timnit Gebru,
Ben Hutchinson,
2019
.
Emily Denton,
Samy Bengio,
Gregory Clark,
2020,
ArXiv.
Emily Denton,
Jason Weston,
Rob Fergus,
2015,
KDD.
Emily Denton,
Alex Hanna,
Dylan Baker,
2020,
FAT*.
Emily Denton,
Ben Hutchinson,
Vinodkumar Prabhakaran,
2020,
ACM SIGACCESS Access. Comput..
Emily Denton,
Ben Hutchinson,
Vinodkumar Prabhakaran,
2020,
ACL.
Emily Denton,
Alex Hanna,
Andrew Smart,
2019,
FAT*.
Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure
pdf
Emily Denton,
Alex Hanna,
Andrew Smart,
2020,
FAccT.
Emily Denton,
Alex Hanna,
Andrew Smart,
2020,
ArXiv.
Whose Ground Truth? Accounting for Individual and Collective Identities Underlying Dataset Annotation
pdf
Emily Denton,
Vinodkumar Prabhakaran,
Emily L. Denton,
2021,
ArXiv.
Emily Denton,
Alex Hanna,
Andrew Smart,
2020,
FAccT.
Amandalynne Paullada,
Inioluwa Deborah Raji,
Emily M. Bender,
2021,
NeurIPS Datasets and Benchmarks.
Emily Denton,
Alex Hanna,
Morgan Klaus Scheuerman,
2021,
Proc. ACM Hum. Comput. Interact..
Emily Denton,
Razvan Amironesei,
Umesh Ghanekar,
2021,
IEEE Technology and Society Magazine.
Emily Denton,
Alex Hanna,
Morgan Klaus Scheuerman,
2021
.
Emily Denton,
Alex Hanna,
Jacob G. Foster,
2021,
NeurIPS Datasets and Benchmarks.
Emily Denton,
Negar Rostamzadeh,
Emily L. Denton,
2021,
ArXiv.