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Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX)

Oct 07, 2020
Konstantinos, Katsiapis, Abhijit Karmarkar, Ahmet Altay, Aleksandr Zaks, Neoklis Polyzotis, Anusha Ramesh, Ben Mathes, Gautam Vasudevan, Irene Giannoumis, Jarek Wilkiewicz, Jiri Simsa, Justin Hong, Mitch Trott, Noé Lutz, Pavel A. Dournov, Robert Crowe, Sarah Sirajuddin, Tris Brian Warkentin, Zhitao Li

* 16 pages 

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Improving Differentially Private Models with Active Learning

Oct 02, 2019
Zhengli Zhao, Nicolas Papernot, Sameer Singh, Neoklis Polyzotis, Augustus Odena

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Slice Finder: Automated Data Slicing for Model Validation

Aug 01, 2018
Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Steven Euijong Whang

* In submission to ICDE 

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The Case for Learned Index Structures

Apr 30, 2018
Tim Kraska, Alex Beutel, Ed H. Chi, Jeffrey Dean, Neoklis Polyzotis

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Iterative MapReduce for Large Scale Machine Learning

Mar 13, 2013
Joshua Rosen, Neoklis Polyzotis, Vinayak Borkar, Yingyi Bu, Michael J. Carey, Markus Weimer, Tyson Condie, Raghu Ramakrishnan

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Scaling Datalog for Machine Learning on Big Data

Mar 02, 2012
Yingyi Bu, Vinayak Borkar, Michael J. Carey, Joshua Rosen, Neoklis Polyzotis, Tyson Condie, Markus Weimer, Raghu Ramakrishnan

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