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Shreya Shankar

Operationalizing Machine Learning: An Interview Study

Sep 16, 2022
Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran

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* 20 pages, 4 figures

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Rethinking Streaming Machine Learning Evaluation

May 23, 2022
Shreya Shankar, Bernease Herman, Aditya G. Parameswaran

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* ML Evaluation Standards Workshop (ICLR 2022)

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Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics

Feb 20, 2020
Rohit Jammula, Vishnu Rajan Tejus, Shreya Shankar

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* 5 pages. 4 tables. Accepted to present in Machine Learning in Computational Biology (MLCB) 2019 conference

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No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Nov 22, 2017
Shreya Shankar, Yoni Halpern, Eric Breck, James Atwood, Jimbo Wilson, D. Sculley

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* Presented at NIPS 2017 Workshop on Machine Learning for the Developing World

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