Staging User Feedback toward Rapid Conflict Resolution in Data Fusion. - Romila Pradhan; Siarhei Bykau; Sunil Prabhakar 001 (SIGMOD Conference, 2017)

Leveraging Data Relationships to Resolve Conflicts from Disparate Data Sources. - Romila Pradhan; Walid G. Aref; Sunil Prabhakar 001 (DEXA (2), 2018)

A Framework to Integrate User Feedback for Rapid Conflict Resolution. - Romila Pradhan; Siarhei Bykau; Sunil Prabhakar 001 (ICDE, 2018)

Guided Data Fusion - Romila Pradhan (2018)

Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals. - Sainyam Galhotra; Romila Pradhan; Babak Salimi (SIGMOD Conference, 2021)

Demonstration of Generating Explanations for Black-Box Algorithms Using Lewis. - Paul Y. Wang; Sainyam Galhotra; Romila Pradhan; Babak Salimi (Proc. VLDB Endow., 2021)

Explainable AI: Foundations, Applications, Opportunities for Data Management Research. - Romila Pradhan; Aditya Lahiri; Sainyam Galhotra; Babak Salimi (ICDE, 2022)

Interpretable Data-Based Explanations for Fairness Debugging. - Romila Pradhan; Jiongli Zhu; Boris Glavic; Babak Salimi (SIGMOD Conference, 2022)

Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher. - Jiongli Zhu; Romila Pradhan; Boris Glavic; Babak Salimi (SIGMOD Conference, 2022)

Studying Human Factors Aspects of Text Classification Task Using Eye Tracking. - Jeevithashree Divya Venkatesh; Aparajita Jaiswal; Meet Tusharbhai Suthar; Romila Pradhan; Gaurav Nanda (HCI (9), 2023)

Valuation-based Data Acquisition for Machine Learning Fairness. - Ekta Pradhan; Romila Pradhan (VLDB Workshops, 2024)

Example-based Explanations for Random Forests using Machine Unlearning. - Tanmay Surve; Romila Pradhan (CoRR, 2024)

Data Acquisition for Improving Model Fairness using Reinforcement Learning. - Jahid Hasan; Romila Pradhan (CoRR, 2024)

Explaining Fairness Violations using Machine Unlearning. - Tanmay Surve; Romila Pradhan (EDBT, 2025)

Explanations for Machine Learning Pipelines under Data Drift. - Jahid Hasan; Romila Pradhan (HILDA@SIGMOD, 2025)

SourceSplice: Source Selection for Machine Learning Tasks. - Ambarish Singh; Romila Pradhan (CoRR, 2025)