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Enabling collaborative data science development with the Ballet framework


Dec 14, 2020
Micah J. Smith, Jürgen Cito, Kelvin Lu, Kalyan Veeramachaneni


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A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities


Nov 01, 2020
Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni

* 35 pages, survey article, 3 figures 

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The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development


May 22, 2019
Micah J. Smith, Carles Sala, James Max Kanter, Kalyan Veeramachaneni


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ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning


Feb 13, 2019
Qianwen Wang, Yao Ming, Zhihua Jin, Qiaomu Shen, Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni, Huamin Qu

* Published in the ACM Conference on Human Factors in Computing Systems (CHI), 2019, Glasgow, Scotland UK 

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