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Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure.

B. Hutchinson, A. Smart, A. Hanna, E. Denton, C. Greer, O. Kjartansson, P. Barnes, and M. Mitchell. FAccT, page 560-575. ACM, (2021)

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Denton Lotz

Emily Solly

Emily Shen

Emily Troemer

Emily Wimmer

Other publications of authors with the same name

Towards a Critical Race Methodology in Algorithmic Fairness.A. Hanna, E. Denton, A. Smart, and J. Smith-Loud. CoRR, (2019)CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation.M. Díaz, I. Kivlichan, R. Rosen, D. Baker, R. Amironesei, V. Prabhakaran, and E. Denton. FAccT, page 2342-2351. ACM, (2022)Unintended machine learning biases as social barriers for persons with disabilitiess.B. Hutchinson, V. Prabhakaran, E. Denton, K. Webster, Y. Zhong, and S. Denuyl. ACM SIGACCESS Access. Comput., (2020)AI and the Everything in the Whole Wide World Benchmark.I. Raji, E. Denton, E. Bender, A. Hanna, and A. Paullada. NeurIPS Datasets and Benchmarks, (2021)Stochastic Video Generation with a Learned Prior.E. Denton, and R. Fergus. ICML, volume 80 of Proceedings of Machine Learning Research, page 1182-1191. PMLR, (2018)Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning.S. Sukhbaatar, E. Denton, A. Szlam, and R. Fergus. CoRR, (2018)User Conditional Hashtag Prediction for Images.E. Denton, J. Weston, M. Paluri, L. Bourdev, and R. Fergus. KDD, page 1731-1740. ACM, (2015)Modeling Others using Oneself in Multi-Agent Reinforcement Learning.R. Raileanu, E. Denton, A. Szlam, and R. Fergus. ICML, volume 80 of Proceedings of Machine Learning Research, page 4254-4263. PMLR, (2018)AI's Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia.R. Qadri, R. Shelby, C. Bennett, and E. Denton. FAccT, page 506-517. ACM, (2023)Diversity and Inclusion Metrics in Subset Selection.M. Mitchell, D. Baker, N. Moorosi, E. Denton, B. Hutchinson, A. Hanna, T. Gebru, and J. Morgenstern. AIES, page 117-123. ACM, (2020)

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Disambiguation of "Denton, Emily"

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Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure.

Please choose a person to relate this publication to

Denton Lotz

Emily Solly

Emily Shen

Emily Troemer

Emily Wimmer

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Denton, Emily"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure.

Please choose a person to relate this publication to

Denton Lotz

Emily Solly

Emily Shen

Emily Troemer

Emily Wimmer

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
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URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure.