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Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming

Nov 03, 2020
Sumanth Dathathri, Krishnamurthy Dvijotham, Alexey Kurakin, Aditi Raghunathan, Jonathan Uesato, Rudy Bunel, Shreya Shankar, Jacob Steinhardt, Ian Goodfellow, Percy Liang, Pushmeet Kohli

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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

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

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Adversarial Examples that Fool both Computer Vision and Time-Limited Humans

May 22, 2018
Gamaleldin F. Elsayed, Shreya Shankar, Brian Cheung, Nicolas Papernot, Alex Kurakin, Ian Goodfellow, Jascha Sohl-Dickstein

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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

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

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