| Towards robust and reliable algorithmic recourse S Upadhyay, S Joshi, H Lakkaraju Advances in Neural Information Processing Systems 34, 16926-16937, 2021 | 96 | 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 | 66* | 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 | 58 | 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 | 51* | 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 | 39 | 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 | 21 | 2019 |
| Extending LIME for business process automation S Upadhyay, V Isahagian, V Muthusamy, Y Rizk arXiv preprint arXiv:2108.04371, 2021 | 7 | 2021 |
| Online semi-supervised learning with bandit feedback M Yurochkin, S Upadhyay, D Bouneffouf, M Agarwal, Y Khazaeni | 6 | 2019 |
| Gauss-Bonnet for discrete surfaces S Upadhyay Notes. Available at: http://math. uchicago. edu/∼ may/REU2015/REUPapers …, 2015 | 4 | 2015 |
| Metric Elicitation; Moving from Theory to Practice S Ali, S Upadhyay, G Hiranandani, EL Glassman, O Koyejo arXiv preprint arXiv:2212.03495, 2022 | 2 | 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 | | 2024 |
| Roadblock to Care EM Julie Lee, Nathan Darmon, Sabah Lokhandwala, Anushka Sidhar, Sohini Upadhyay https://www.stopspying.org/roadblock-to-care, 2023 | | 2023 |
| The Trojan House EM Evan Enzer, Arjun Ravi, Julian Melendi, Sohini Upadhyay https://www.stopspying.org/the-trojan-house, 2022 | | 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 | | 2020 |
