Datasheets for Datasets

Datasheets for Datasets

23 March 2018

Jamie Morgenstern

Briana Vecchione

Jennifer Wortman Vaughan

Hanna M. Wallach

Papers citing "Datasheets for Datasets"

16 / 966 papers shown

Title
Software Engineering Practices for Machine Learning P. Kriens Tim Verbelen VLM 9 4 0 25 Jun 2019
Losing Confidence in Quality: Unspoken Evolution of Computer Vision Services Alex Cummaudo Rajesh Vasa J. Grundy Mohamed Abdelrazek A. Cain 19 19 0 18 Jun 2019
Understanding artificial intelligence ethics and safety David Leslie FaML AI4TS 20 344 0 11 Jun 2019
Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor Malvina Nissim Rik van Noord Rob van der Goot FaML 15 102 0 23 May 2019
Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets Chris Dulhanty A. Wong 17 42 0 03 May 2019
The Scientific Method in the Science of Machine Learning Jessica Zosa Forde Michela Paganini 16 35 0 24 Apr 2019
Tutorial: Safe and Reliable Machine Learning S. Saria Adarsh Subbaswamy FaML 17 82 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 4 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 14 39 0 21 Mar 2019
The Ethics of AI Ethics -- An Evaluation of Guidelines Thilo Hagendorff AI4TS 16 1,152 0 28 Feb 2019
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges Songül Tolan FaML 11 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 192 742 0 13 Dec 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 27 865 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 28 1,831 0 05 Oct 2018
Baselines and a datasheet for the Cerema AWP dataset Ismaïla Seck Khouloud Dahmane Pierre Duthon Gaëlle Loosli 16 11 0 11 Jun 2018
OpenML Benchmarking Suites B. Bischl Giuseppe Casalicchio Matthias Feurer Pieter Gijsbers Frank Hutter Michel Lang R. G. Mantovani Jan N. van Rijn Joaquin Vanschoren VLM ELM 36 150 0 11 Aug 2017