Romila Pradhan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Resolve Conflicts

Disparate Data Sources

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Tanmay Surve, Romila Pradhan
Example-based Explanations for Random Forests using Machine Unlearning. CoRR (2024)
Jeevithashree Divya Venkatesh, Aparajita Jaiswal, Meet Tusharbhai Suthar, Romila Pradhan, Gaurav Nanda
Studying Human Factors Aspects of Text Classification Task Using Eye Tracking. HCI (9) (2023)
Jiongli Zhu, Romila Pradhan, Boris Glavic, Babak Salimi
Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher. SIGMOD Conference (2022)
Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi
Interpretable Data-Based Explanations for Fairness Debugging. SIGMOD Conference (2022)
Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
Explainable AI: Foundations, Applications, Opportunities for Data Management Research. SIGMOD Conference (2022)
Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
Explainable AI: Foundations, Applications, Opportunities for Data Management Research. ICDE (2022)
Sainyam Galhotra, Romila Pradhan, Babak Salimi
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals. SIGMOD Conference (2021)
Sainyam Galhotra, Romila Pradhan, Babak Salimi
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals. CoRR (2021)
Paul Y. Wang, Sainyam Galhotra, Romila Pradhan, Babak Salimi
Demonstration of Generating Explanations for Black-Box Algorithms Using Lewis. Proc. VLDB Endow. 14 (12) (2021)
Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi
Interpretable Data-Based Explanations for Fairness Debugging. CoRR (2021)
Romila Pradhan, Siarhei Bykau, Sunil Prabhakar
A Framework to Integrate User Feedback for Rapid Conflict Resolution. ICDE (2018)
Romila Pradhan, Walid G. Aref, Sunil Prabhakar
Leveraging Data Relationships to Resolve Conflicts from Disparate Data Sources. DEXA (2) (2018)
Romila Pradhan, Siarhei Bykau, Sunil Prabhakar
Staging User Feedback toward Rapid Conflict Resolution in Data Fusion. SIGMOD Conference (2017)