Datasheets for Datasets

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Datasheets for Datasets

23 March 2018

Jamie Morgenstern

Briana Vecchione

Jennifer Wortman Vaughan

Hanna M. Wallach

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Papers citing "Datasheets for Datasets"

19 / 1,069 papers shown

Title
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 230 291 0 26 Jul 2019
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 256 60 0 18 Jul 2019
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 167 96 0 02 Jul 2019
Reproducibility in Machine Learning for Health Matthew B. A. McDermott Shirly Wang N. Marinsek Rajesh Ranganath Marzyeh Ghassemi L. Foschini AI4TS 98 54 0 02 Jul 2019
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 ServicesIEEE International Conference on Software Maintenance and Evolution (ICSME), 2019 Alex Cummaudo Rajesh Vasa J. Grundy Mohamed Abdelrazek A. Cain 218 20 0 18 Jun 2019
Understanding artificial intelligence ethics and safetySocial Science Research Network (SSRN), 2019 David Leslie FaML AI4TS 158 428 0 11 Jun 2019
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 228 107 0 23 May 2019
Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets Chris Dulhanty A. Wong 131 44 0 03 May 2019
The Scientific Method in the Science of Machine Learning Jessica Zosa Forde Michela Paganini 139 40 0 24 Apr 2019
Tutorial: Safe and Reliable Machine Learning Suchi Saria Adarsh Subbaswamy FaML 102 88 0 15 Apr 2019
A Conceptual Architecture for Contractual Data Sharing in a Decentralised Environment I. Barclay Alun D. Preece Ian J. Taylor D. Verma 61 7 0 05 Apr 2019
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 GuidelinesMinds and Machines (MM), 2019 Thilo Hagendorff AI4TS 345 1,392 0 28 Feb 2019
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges Songül Tolan FaML 82 31 0 15 Jan 2019
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 507 900 0 13 Dec 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 624 985 0 27 Nov 2018
Model Cards for Model Reporting Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru 6.1K 2,253 0 05 Oct 2018
OpenML Benchmarking Suites J. Herbinger Giuseppe Casalicchio Matthias Feurer Pieter Gijsbers Katharina Eggensperger Michel Lang R. G. Mantovani Jan N. van Rijn Joaquin Vanschoren VLM ELM 257 196 0 11 Aug 2017