Managing Randomness to Enable Reproducible Machine Learning

Author:

Ahmed Hana1,Lofstead Jay1

Affiliation:

1. Sandia National Laboratories, Albuquerque, NM, USA

Publisher

ACM

Reference24 articles.

1. Susan Athey . 2019. 21. The Impact of Machine Learning on Economics . In The economics of artificial intelligence . University of Chicago Press , 507--552. Susan Athey. 2019. 21. The Impact of Machine Learning on Economics. In The economics of artificial intelligence. University of Chicago Press, 507--552.

2. 1,500 scientists lift the lid on reproducibility

3. Gustavo EAPA Batista , Ronaldo C Prati , and Maria Carolina Monard . 2004. A study of the behavior of several methods for balancing machine learning training data. ACM SIGKDD explorations newsletter , Vol. 6 , 1 ( 2004 ), 20--29. Gustavo EAPA Batista, Ronaldo C Prati, and Maria Carolina Monard. 2004. A study of the behavior of several methods for balancing machine learning training data. ACM SIGKDD explorations newsletter, Vol. 6, 1 (2004), 20--29.

4. David Ben-Israel , W Bradley Jacobs , Steve Casha , Stefan Lang , Won Hyung A Ryu , Madeleine de Lotbiniere-Bassett, and David W Cadotte. 2020 . The impact of machine learning on patient care: a systematic review. Artificial intelligence in medicine, Vol. 103 (2020), 101785. David Ben-Israel, W Bradley Jacobs, Steve Casha, Stefan Lang, Won Hyung A Ryu, Madeleine de Lotbiniere-Bassett, and David W Cadotte. 2020. The impact of machine learning on patient care: a systematic review. Artificial intelligence in medicine, Vol. 103 (2020), 101785.

5. Artificial Intelligence, Machine Learning, Deep Learning, and Cognitive Computing: What Do These Terms Mean and How Will They Impact Health Care?

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3