Data Debugging and Exploration with Vizier

Author:

Brachmann Mike1,Bautista Carlos2,Castelo Sonia2,Feng Su3,Freire Juliana2,Glavic Boris3,Kennedy Oliver4,Müeller Heiko2,Rampin Rémi2,Spoth William1,Yang Ying5

Affiliation:

1. University at Buffalo, Buffalo, NY, USA

2. New York University, New York, NY, USA

3. Illinois Institute of Technology, Chicago, IL, USA

4. University of Buffalo, Buffalo, NY, USA

5. Oracle, Redwood shores, CA, USA

Funder

National Science Foundation

The NYU Moore Sloan Data Science Environment

DARPA

Publisher

ACM

Cited by 10 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

1. "We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning;Proceedings of the ACM on Human-Computer Interaction;2024-04-17

2. Overlay Spreadsheets;Proceedings of the Workshop on Human-In-the-Loop Data Analytics;2023-06-18

3. Responsible Data Integration: Next-generation Challenges;Proceedings of the 2022 International Conference on Management of Data;2022-06-10

4. DataPrism: Exposing Disconnect between Data and Systems;Proceedings of the 2022 International Conference on Management of Data;2022-06-10

5. Data distribution debugging in machine learning pipelines;The VLDB Journal;2022-01-31

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