Romila Pradhan

20 papers A* 2B 2Journal 6Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	Selective Data Expansion for Model Performance. EDBT Jahid Hasan, Romila Pradhan
2025	B	`conf`	Explaining Fairness Violations using Machine Unlearning. EDBT Tanmay Surve, Romila Pradhan
2025	—	`conf`	Explanations for Machine Learning Pipelines under Data Drift. HILDA@SIGMOD Jahid Hasan, Romila Pradhan
2025	J	`jnl`	SourceSplice: Source Selection for Machine Learning Tasks. CoRR Ambarish Singh, Romila Pradhan
2024	J	`jnl`	Data Acquisition for Improving Model Fairness using Reinforcement Learning. CoRR Jahid Hasan, Romila Pradhan
2024	J	`jnl`	Example-based Explanations for Random Forests using Machine Unlearning. CoRR Tanmay Surve, Romila Pradhan
2024	—	`conf`	Valuation-based Data Acquisition for Machine Learning Fairness. VLDB Workshops Ekta Pradhan, Romila Pradhan
2023	—	`conf`	Studying Human Factors Aspects of Text Classification Task Using Eye Tracking. HCI (9) Jeevithashree Divya Venkatesh, Aparajita Jaiswal, Meet Tusharbhai Suthar, Romila Pradhan, Gaurav Nanda
2022	A*	`conf`	Explainable AI: Foundations, Applications, Opportunities for Data Management Research. ICDE Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
2022	—	`conf`	Explainable AI: Foundations, Applications, Opportunities for Data Management Research. SIGMOD Conference Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
2022	—	`conf`	Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher. SIGMOD Conference Jiongli Zhu, Romila Pradhan, Boris Glavic, Babak Salimi
2022	—	`conf`	Interpretable Data-Based Explanations for Fairness Debugging. SIGMOD Conference Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi
2021	J	`jnl`	Demonstration of Generating Explanations for Black-Box Algorithms Using Lewis. Proc. VLDB Endow. Paul Y. Wang, Sainyam Galhotra, Romila Pradhan, Babak Salimi
2021	—	`conf`	Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals. SIGMOD Conference Sainyam Galhotra, Romila Pradhan, Babak Salimi
2021	J	`jnl`	Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals. CoRR Sainyam Galhotra, Romila Pradhan, Babak Salimi
2021	J	`jnl`	Interpretable Data-Based Explanations for Fairness Debugging. CoRR Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi
2018	A*	`conf`	A Framework to Integrate User Feedback for Rapid Conflict Resolution. ICDE Romila Pradhan, Siarhei Bykau, Sunil Prabhakar
2018	—	`—`	Guided Data Fusion Romila Pradhan
2018	—	`conf`	Leveraging Data Relationships to Resolve Conflicts from Disparate Data Sources. DEXA (2) Romila Pradhan, Walid G. Aref, Sunil Prabhakar
2017	—	`conf`	Staging User Feedback toward Rapid Conflict Resolution in Data Fusion. SIGMOD Conference Romila Pradhan, Siarhei Bykau, Sunil Prabhakar