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Shreya Shankar
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Adversarial examples that fool both computer vision and time-limited humans
G Elsayed, S Shankar, B Cheung, N Papernot, A Kurakin, I Goodfellow, ...
Advances in neural information processing systems 31, 2018
2992018
No classification without representation: Assessing geodiversity issues in open data sets for the developing world
S Shankar, Y Halpern, E Breck, J Atwood, J Wilson, D Sculley
arXiv preprint arXiv:1711.08536, 2017
1922017
Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming
S Dathathri, K Dvijotham, A Kurakin, A Raghunathan, J Uesato, RR Bunel, ...
Advances in Neural Information Processing Systems 33, 5318-5331, 2020
642020
Operationalizing machine learning: An interview study
S Shankar, R Garcia, JM Hellerstein, AG Parameswaran
arXiv preprint arXiv:2209.09125, 2022
82022
Towards Observability for Production Machine Learning Pipelines
S Shankar, A Parameswaran
arXiv preprint arXiv:2108.13557, 2021
82021
Adversarial examples that fool both computer vision and time-limited humans
E Gamaleldin, S Shreya, C Brian
Advances in Neural Information Processing Systems, 2018
22018
Bolt-on, Compact, and Rapid Program Slicing for Notebooks
S Shankar, S Macke, S Chasins, A Head, A Parameswaran
Proceedings of the VLDB Endowment 15 (13), 4038-4047, 2022
12022
Rethinking Streaming Machine Learning Evaluation
S Shankar, B Herman, AG Parameswaran
arXiv preprint arXiv:2205.11473, 2022
12022
Adversarial examples influence human visual perception
GF Elsayed, S Shankar, B Cheung, N Papernot, A Kurakin, I Goodfellow, ...
Journal of Vision 19 (10), 190c-190c, 2019
12019
Moving Fast With Broken Data
S Shankar, L Fawaz, K Gyllstrom, AG Parameswaran
arXiv preprint arXiv:2303.06094, 2023
2023
Berkeley Databases Prelim Notes
S Shankar
2022
Bolt-on, Compact, and Rapid Program Slicing for Notebooks [Technical Report]
S Shankar, S Macke, S Chasins, A Head, A Parameswaran
Predictive Modeling: A Retrospective
S Shankar
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Prace 1–13