Sohini Upadhyay
4 papers · 2021–2022 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
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Cross-Pollinator
(14)
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Hot Topic Early Bird
Conferences
AISTATS (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
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)
machine learning interpretability
(1)
recourse invalidation
(1)
perturbation based method
(1)
closed form expression
(1)
Papers
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis
AISTATS 2022
Towards Robust and Reliable Algorithmic Recourse
NIPS 2021
Towards the Unification and Robustness of Perturbation and Gradient Based Explanations
ICML 2021
Toward Optimal Solution for the Context-Attentive Bandit Problem
IJCAI 2021