Upadhyay, Sohini

6 publications

AISTATS 2022 Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay, Himabindu Lakkaraju

IJCAI 2021 Toward Optimal Solution for the Context-Attentive Bandit Problem Djallel Bouneffouf, Raphaël Féraud, Sohini Upadhyay, Irina Rish, Yasaman Khazaeni

NeurIPS 2021 Towards Robust and Reliable Algorithmic Recourse Sohini Upadhyay, Shalmali Joshi, Himabindu Lakkaraju

ICML 2021 Towards the Unification and Robustness of Perturbation and Gradient Based Explanations Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu, Himabindu Lakkaraju

AAAI 2020 TraceHub - A Platform to Bridge the Gap Between State-of-the-Art Time-Series Analytics and Datasets Shubham Agarwal, Christian Muise, Mayank Agarwal, Sohini Upadhyay, Zilu Tang, Zhongshen Zeng, Yasaman Khazaeni

ICLRW 2019 Online Semi-Supervised Learning with Bandit Feedback Mikhail Yurochkin, Sohini Upadhyay, Djallel Bouneffouf, Mayank Agarwal, Yasaman Khazaeni