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Datasheets for Datasets
v1v2v3v4v5v6v7v8 (latest)

Datasheets for Datasets

23 March 2018
Timnit Gebru
Jamie Morgenstern
Briana Vecchione
Jennifer Wortman Vaughan
Hanna M. Wallach
Hal Daumé
Kate Crawford
ArXiv (abs)PDFHTML

Papers citing "Datasheets for Datasets"

22 / 1,072 papers shown
A Survey on Bias and Fairness in Machine Learning
A Survey on Bias and Fairness in Machine LearningACM Computing Surveys (ACM CSUR), 2019
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDaFaML
1.7K
5,274
0
23 Aug 2019
Sign Language Recognition, Generation, and Translation: An
  Interdisciplinary Perspective
Sign Language Recognition, Generation, and Translation: An Interdisciplinary PerspectiveInternational ACM SIGACCESS Conference on Computers and Accessibility (ASSETS), 2019
Danielle Bragg
Oscar Koller
Mary Bellard
Larwan Berke
Patrick Boudreault
...
Matt Huenerfauth
Hernisa Kacorri
Tessa Verhoef
Christian Vogler
Meredith Ringel Morris
169
409
0
22 Aug 2019
Fairness Issues in AI Systems that Augment Sensory Abilities
Fairness Issues in AI Systems that Augment Sensory AbilitiesACM SIGACCESS Accessibility and Computing (SIGACCESS), 2019
Leah Findlater
Steven M. Goodman
Yuhang Zhao
Shiri Azenkot
Margot Hanley
83
27
0
16 Aug 2019
Grape detection, segmentation and tracking using deep neural networks
  and three-dimensional association
Grape detection, segmentation and tracking using deep neural networks and three-dimensional associationComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2019
T. T. Santos
Leonardo L. de Souza
A. Santos
Sandra Avila
260
293
0
26 Jul 2019
TED-On: A Total Error Framework for Digital Traces of Human Behavior on
  Online Platforms
TED-On: A Total Error Framework for Digital Traces of Human Behavior on Online PlatformsPublic Opinion Quarterly (POQ), 2019
Indira Sen
Fabian Flöck
Katrin Weller
Bernd Weiss
Claudia Wagner
288
60
0
18 Jul 2019
How we do things with words: Analyzing text as social and cultural data
How we do things with words: Analyzing text as social and cultural dataFrontiers in Artificial Intelligence (FAI), 2019
D. Nguyen
Maria Liakata
Simon DeDeo
Jacob Eisenstein
David M. Mimno
Rebekah Tromble
J. Winters
187
99
0
02 Jul 2019
Reproducibility in Machine Learning for Health
Reproducibility in Machine Learning for Health
Matthew B. A. McDermott
Shirly Wang
N. Marinsek
Rajesh Ranganath
Marzyeh Ghassemi
L. Foschini
AI4TS
103
54
0
02 Jul 2019
Software Engineering Practices for Machine Learning
Software Engineering Practices for Machine Learning
P. Kriens
Tim Verbelen
VLM
122
4
0
25 Jun 2019
Losing Confidence in Quality: Unspoken Evolution of Computer Vision
  Services
Losing Confidence in Quality: Unspoken Evolution of Computer Vision ServicesIEEE International Conference on Software Maintenance and Evolution (ICSME), 2019
Alex Cummaudo
Rajesh Vasa
J. Grundy
Mohamed Abdelrazek
A. Cain
226
20
0
18 Jun 2019
Understanding artificial intelligence ethics and safety
Understanding artificial intelligence ethics and safetySocial Science Research Network (SSRN), 2019
David Leslie
FaMLAI4TS
173
439
0
11 Jun 2019
Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor
Fair is Better than Sensational:Man is to Doctor as Woman is to DoctorInternational Conference on Computational Logic (ICCL), 2019
Malvina Nissim
Rik van Noord
Rob van der Goot
FaML
251
107
0
23 May 2019
Auditing ImageNet: Towards a Model-driven Framework for Annotating
  Demographic Attributes of Large-Scale Image Datasets
Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets
Chris Dulhanty
A. Wong
136
44
0
03 May 2019
The Scientific Method in the Science of Machine Learning
The Scientific Method in the Science of Machine Learning
Jessica Zosa Forde
Michela Paganini
140
40
0
24 Apr 2019
Tutorial: Safe and Reliable Machine Learning
Tutorial: Safe and Reliable Machine Learning
Suchi Saria
Adarsh Subbaswamy
FaML
103
88
0
15 Apr 2019
A Conceptual Architecture for Contractual Data Sharing in a
  Decentralised Environment
A Conceptual Architecture for Contractual Data Sharing in a Decentralised Environment
I. Barclay
Alun D. Preece
Ian J. Taylor
D. Verma
65
7
0
05 Apr 2019
Towards Standardization of Data Licenses: The Montreal Data License
Towards Standardization of Data Licenses: The Montreal Data License
Misha Benjamin
P. Gagnon
Negar Rostamzadeh
C. Pal
Yoshua Bengio
Alex Shee
75
39
0
21 Mar 2019
The Ethics of AI Ethics -- An Evaluation of Guidelines
The Ethics of AI Ethics -- An Evaluation of GuidelinesMinds and Machines (MM), 2019
Thilo Hagendorff
AI4TS
382
1,418
0
28 Feb 2019
Fair and Unbiased Algorithmic Decision Making: Current State and Future
  Challenges
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges
Songül Tolan
FaML
96
31
0
15 Jan 2019
Improving fairness in machine learning systems: What do industry
  practitioners need?
Improving fairness in machine learning systems: What do industry practitioners need?
Kenneth Holstein
Jennifer Wortman Vaughan
Hal Daumé
Miroslav Dudík
Hanna M. Wallach
FaMLHAI
584
904
0
13 Dec 2018
From Recognition to Cognition: Visual Commonsense Reasoning
From Recognition to Cognition: Visual Commonsense Reasoning
Rowan Zellers
Yonatan Bisk
Ali Farhadi
Yejin Choi
LRMBDLOCLReLM
820
991
0
27 Nov 2018
Model Cards for Model Reporting
Model Cards for Model Reporting
Margaret Mitchell
Simone Wu
Andrew Zaldivar
Parker Barnes
Lucy Vasserman
Ben Hutchinson
Elena Spitzer
Inioluwa Deborah Raji
Timnit Gebru
6.9K
2,315
0
05 Oct 2018
OpenML Benchmarking Suites
OpenML Benchmarking Suites
J. Herbinger
Giuseppe Casalicchio
Matthias Feurer
Pieter Gijsbers
Katharina Eggensperger
Michel Lang
R. G. Mantovani
Jan N. van Rijn
Joaquin Vanschoren
VLMELM
282
200
0
11 Aug 2017
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