Sohini Upadhyay
Sohini Upadhyay
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Towards robust and reliable algorithmic recourse
S Upadhyay, S Joshi, H Lakkaraju
Advances in Neural Information Processing Systems 34, 16926-16937, 2021
Exploring counterfactual explanations through the lens of adversarial examples: A theoretical and empirical analysis
M Pawelczyk, C Agarwal, S Joshi, S Upadhyay, H Lakkaraju
International Conference on Artificial Intelligence and Statistics, 4574-4594, 2022
Towards the unification and robustness of perturbation and gradient based explanations
S Agarwal, S Jabbari, C Agarwal, S Upadhyay, S Wu, H Lakkaraju
International Conference on Machine Learning, 110-119, 2021
Fairness via explanation quality: Evaluating disparities in the quality of post hoc explanations
J Dai, S Upadhyay, U Aivodji, SH Bach, H Lakkaraju
Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 203-214, 2022
Reducing model bias in a deep learning classifier using domain adversarial neural networks in the MINERvA experiment
GN Perdue, A Ghosh, M Wospakrik, F Akbar, DA Andrade, M Ascencio, ...
Journal of Instrumentation 13 (11), P11020, 2018
A bandit approach to posterior dialog orchestration under a budget
S Upadhyay, M Agarwal, D Bounneffouf, Y Khazaeni
arXiv preprint arXiv:1906.09384, 2019
Extending LIME for business process automation
S Upadhyay, V Isahagian, V Muthusamy, Y Rizk
arXiv preprint arXiv:2108.04371, 2021
Online semi-supervised learning with bandit feedback
M Yurochkin, S Upadhyay, D Bouneffouf, M Agarwal, Y Khazaeni
Gauss-Bonnet for discrete surfaces
S Upadhyay
Notes. Available at: http://math. uchicago. edu/∼ may/REU2015/REUPapers …, 2015
Metric Elicitation; Moving from Theory to Practice
S Ali, S Upadhyay, G Hiranandani, EL Glassman, O Koyejo
arXiv preprint arXiv:2212.03495, 2022
Understanding Contestability on the Margins: Implications for the Design of Algorithmic Decision-making in Public Services
N Karusala, S Upadhyay, R Veeraraghavan, KZ Gajos
Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-16, 2024
Roadblock to Care
EM Julie Lee, Nathan Darmon, Sabah Lokhandwala, Anushka Sidhar, Sohini Upadhyay, 2023
The Trojan House
EM Evan Enzer, Arjun Ravi, Julian Melendi, Sohini Upadhyay, 2022
TraceHub-A Platform to Bridge the Gap between State-of-the-Art Time-Series Analytics and Datasets
S Agarwal, C Muise, M Agarwal, S Upadhyay, Z Tang, Z Zeng, ...
Proceedings of the AAAI Conference on Artificial Intelligence 34 (09), 13600 …, 2020
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