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Martin Zinkevich
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Publications
- 2020
- [c38]Emily Caveness, Paul Suganthan G. C., Zhuo Peng, Neoklis Polyzotis, Sudip Roy, Martin Zinkevich:
TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines. SIGMOD Conference 2020: 2793-2796 - 2019
- [c37]Eric Breck, Neoklis Polyzotis, Sudip Roy, Steven Whang, Martin Zinkevich:
Data Validation for Machine Learning. MLSys 2019 - [c36]Denis Baylor, Kevin Haas, Konstantinos Katsiapis, Sammy Leong, Rose Liu, Clemens Mewald, Hui Miao, Neoklis Polyzotis, Mitchell Trott, Martin Zinkevich:
Continuous Training for Production ML in the TensorFlow Extended (TFX) Platform. OpML 2019: 51-53 - 2018
- [j7]Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang, Martin Zinkevich:
Data Lifecycle Challenges in Production Machine Learning: A Survey. SIGMOD Rec. 47(2): 17-28 (2018) - 2017
- [c34]Denis Baylor, Eric Breck, Heng-Tze Cheng, Noah Fiedel, Chuan Yu Foo, Zakaria Haque, Salem Haykal, Mustafa Ispir, Vihan Jain, Levent Koc, Chiu Yuen Koo, Lukasz Lew, Clemens Mewald, Akshay Naresh Modi, Neoklis Polyzotis, Sukriti Ramesh, Sudip Roy, Steven Euijong Whang, Martin Wicke, Jarek Wilkiewicz, Xin Zhang, Martin Zinkevich:
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform. KDD 2017: 1387-1395 - [c33]Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang, Martin Zinkevich:
Data Management Challenges in Production Machine Learning. SIGMOD Conference 2017: 1723-1726
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