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Career

· Assistant Professor, Purdue University, Department of Computer and Information Technology2024–

Publications (16)

Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals
SIGMOD Conference · 2021
117
cited
Interpretable Data-Based Explanations for Fairness Debugging
SIGMOD Conference · 2021
66
cited
Explainable AI: Foundations, Applications, Opportunities for Data Management Research
IEEE International Conference on Data Engineering · 2022
34
cited
Staging User Feedback toward Rapid Conflict Resolution in Data Fusion
SIGMOD Conference · 2017
11
cited
Demonstration of Generating Explanations for Black-Box Algorithms Using Lewis
Proceedings of the VLDB Endowment · 2021
9
cited
Example-based Explanations for Random Forests using Machine Unlearning
arXiv.org · 2024
5
cited
Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher
SIGMOD Conference · 2022
5
cited
Feature Attribution and Recourse via Probabilistic Contrastive Counterfactuals
4
cited
Leveraging Data Relationships to Resolve Conflicts from Disparate Data Sources
International Conference on Database and Expert Systems Applications · 2018
2
cited
Explaining Fairness Violations using Machine Unlearning
International Conference on Extending Database Technology · 2025
1
cited
A Framework to Integrate User Feedback for Rapid Conflict Resolution
IEEE International Conference on Data Engineering · 2018
Auth-Integrate Toward Combating False Data on the Internet
2019
Guided Data Fusion
2018
Pay-as-you-go Feedback in Data Quality Systems
2015
Studying Human Factors Aspects of Text Classification Task Using Eye Tracking
Interacción · 2023
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Romila Pradhan | Researcher Profile | Sotabase | Sotabase