|国家预印本平台
| 注册
首页|Underspecification Presents Challenges for Credibility in Modern Machine Learning

Underspecification Presents Challenges for Credibility in Modern Machine Learning

Rajiv Raman Max Vladymyrov Martin Seneviratne Jonathan Deaton Babak Alipanahi Harini Suresh Jacob Eisenstein Rory Sayres D. Sculley Diana Mincu Matthew D. Hoffman Xiaohua Zhai Alan Karthikesalingam Ghassen Jerfel Katherine Heller Farhad Hormozdiari Alexander D'Amour Shannon Sequeira Vivek Natarajan Akinori Mitani Xuezhi Wang Zachary Nado Christina Chen Dan Moldovan Alex Beutel Christopher Nielson Cory McLean Taedong Yun Kim Ramasamy Yian Ma Andrea Montanari Jessica Schrouff Ben Adlam Kellie Webster Victor Veitch Shaobo Hou Steve Yadlowsky Mario Lucic Thomas F. Osborne Neil Houlsby

Arxiv_logoArxiv

Underspecification Presents Challenges for Credibility in Modern Machine Learning

Rajiv Raman Max Vladymyrov Martin Seneviratne Jonathan Deaton Babak Alipanahi Harini Suresh Jacob Eisenstein Rory Sayres D. Sculley Diana Mincu Matthew D. Hoffman Xiaohua Zhai Alan Karthikesalingam Ghassen Jerfel Katherine Heller Farhad Hormozdiari Alexander D'Amour Shannon Sequeira Vivek Natarajan Akinori Mitani Xuezhi Wang Zachary Nado Christina Chen Dan Moldovan Alex Beutel Christopher Nielson Cory McLean Taedong Yun Kim Ramasamy Yian Ma Andrea Montanari Jessica Schrouff Ben Adlam Kellie Webster Victor Veitch Shaobo Hou Steve Yadlowsky Mario Lucic Thomas F. Osborne Neil Houlsby

作者信息

引用本文复制引用

Rajiv Raman,Max Vladymyrov,Martin Seneviratne,Jonathan Deaton,Babak Alipanahi,Harini Suresh,Jacob Eisenstein,Rory Sayres,D. Sculley,Diana Mincu,Matthew D. Hoffman,Xiaohua Zhai,Alan Karthikesalingam,Ghassen Jerfel,Katherine Heller,Farhad Hormozdiari,Alexander D'Amour,Shannon Sequeira,Vivek Natarajan,Akinori Mitani,Xuezhi Wang,Zachary Nado,Christina Chen,Dan Moldovan,Alex Beutel,Christopher Nielson,Cory McLean,Taedong Yun,Kim Ramasamy,Yian Ma,Andrea Montanari,Jessica Schrouff,Ben Adlam,Kellie Webster,Victor Veitch,Shaobo Hou,Steve Yadlowsky,Mario Lucic,Thomas F. Osborne,Neil Houlsby.Underspecification Presents Challenges for Credibility in Modern Machine Learning[EB/OL].(2020-11-06)[2025-12-13].https://arxiv.org/abs/2011.03395.

学科分类

计算技术、计算机技术

评论

首发时间 2020-11-06
下载量:0
|
点击量:2
段落导航相关论文