Sohini Upadhyay
4 papers · 2021–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Keywords
regret analysis
(1)
variable selection
(1)
online learning
(1)
adversarial training
(1)
theoretical analysis
(1)
bayesian optimization
(1)
gradient based methods
(1)
thompson sampling
(1)
model shift
(1)
counterfactual explanation
(1)
adversarial example
(1)
algorithmic recourse
(1)
context-attentive bandit
(1)
perturbation-based method
(1)
closed-form expression
(1)
machine learning interpretability
(1)
recourse invalidation
(1)
Papers
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis
AISTATS 2022
Toward Optimal Solution for the Context-Attentive Bandit Problem
IJCAI 2021
Towards Robust and Reliable Algorithmic Recourse
NeurIPS 2021
Towards the Unification and Robustness of Perturbation and Gradient Based Explanations
ICML 2021