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Romila Pradhan
Romila Pradhan
Assistant Professor, Purdue University
Verified email at purdue.edu - Homepage
Title
Cited by
Cited by
Year
Explaining black-box algorithms using probabilistic contrastive counterfactuals
S Galhotra, R Pradhan, B Salimi
Proceedings of the 2021 International Conference on Management of Data, 577-590, 2021
832021
Interpretable Data-Based Explanations for Fairness Debugging
R Pradhan, J Zhu, B Glavic, B Salimi
Proceedings of the 2022 International Conference on Management of Data, 247–261, 2022
352022
Staging user feedback toward rapid conflict resolution in data fusion
R Pradhan, S Bykau, S Prabhakar
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
152017
Explainable AI: Foundations, Applications, Opportunities for Data Management Research
R Pradhan, A Lahiri, S Galhotra, B Salimi
Proceedings of the 2022 International Conference on Management of Data, 2452 …, 2022
122022
Explainable AI: Foundations, Applications, Opportunities for Data Management Research
R Pradhan, A Lahiri, S Galhotra, B Salimi
2022 IEEE 38th International Conference on Data Engineering (ICDE), 3209-3212, 2022
122022
Demonstration of Generating Explanations for Black-Box Algorithms Using Lewis
PY Wang, S Galhotra, R Pradhan, B Salimi
Proceedings of the VLDB Endowment, 2021
72021
Feature Attribution and Recourse via Probabilistic Contrastive Counterfactuals
S Galhotra, R Pradhan, B Salimi
ICML Workshop on Algorithmic Recourse, 2021
62021
Leveraging data relationships to resolve conflicts from disparate data sources
R Pradhan, WG Aref, S Prabhakar
Database and Expert Systems Applications: 29th International Conference …, 2018
52018
Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher
J Zhu, R Pradhan, B Glavic, B Salimi
Proceedings of the 2022 International Conference on Management of Data, 2433 …, 2022
22022
A Framework to Integrate User Feedback for Rapid Conflict Resolution
R Pradhan, S Bykau, S Prabhakar
2018 IEEE 34th International Conference on Data Engineering (ICDE), 1589-1592, 2018
22018
Example-based Explanations for Random Forests using Machine Unlearning
T Surve, R Pradhan
arXiv preprint arXiv:2402.05007, 2024
2024
AuthIntegrate: Toward Combating False Data on the Internet
R Pradhan, S Prabhakar
International Workshop on Truth Discovery and Fact Checking: Theory and …, 2019
2019
Guided Data Fusion
R Pradhan
Purdue University, 2018
2018
Pay-as-you-go Feedback in Data Quality Systems
R Pradhan, S Bykau, S Prabhakar
2015
Predicting interaction network and access patterns in social networks
R Pradhan, PN Shankaranarayanan
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