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2303.13735
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An investigation of licensing of datasets for machine learning based on the GQM model
24 March 2023
Junyu Chen
Norihiro Yoshida
Hiroaki Takada
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ArXiv (abs)
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Papers citing
"An investigation of licensing of datasets for machine learning based on the GQM model"
7 / 7 papers shown
Title
Data Smells: Categories, Causes and Consequences, and Detection of Suspicious Data in AI-based Systems
Harald Foidl
Michael Felderer
Rudolf Ramler
54
34
0
19 Mar 2022
Mitigating Dataset Harms Requires Stewardship: Lessons from 1000 Papers
Kenny Peng
Arunesh Mathur
Arvind Narayanan
142
96
0
06 Aug 2021
Large image datasets: A pyrrhic win for computer vision?
Vinay Uday Prabhu
Abeba Birhane
68
366
0
24 Jun 2020
Machine Learning Testing: Survey, Landscapes and Horizons
Jie M. Zhang
Mark Harman
Lei Ma
Yang Liu
VLM
AILaw
77
750
0
19 Jun 2019
An Analysis of ISO 26262: Using Machine Learning Safely in Automotive Software
Rick Salay
Rodrigo Queiroz
Krzysztof Czarnecki
32
133
0
07 Sep 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems
Kexin Pei
Yinzhi Cao
Junfeng Yang
Suman Jana
AAML
88
1,367
0
18 May 2017
The MegaFace Benchmark: 1 Million Faces for Recognition at Scale
Ira Kemelmacher-Shlizerman
S. M. Seitz
Daniel Miller
Evan Brossard
CVBM
85
862
0
02 Dec 2015
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