Romila Pradhan

According to our database, Romila Pradhan authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Example-based Explanations for Random Forests using Machine Unlearning.

Tanmay Surve, Romila Pradhan

CoRR, 2024

Valuation-based Data Acquisition for Machine Learning Fairness.

Ekta Pradhan, Romila Pradhan

Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

2023

Studying Human Factors Aspects of Text Classification Task Using Eye Tracking.

Jeevithashree Divya Venkatesh, Aparajita Jaiswal, Meet Tusharbhai Suthar, Romila Pradhan, Gaurav Nanda

Proceedings of the Augmented Cognition, 2023

2022

Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher.

Jiongli Zhu, Romila Pradhan, Boris Glavic, Babak Salimi

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Interpretable Data-Based Explanations for Fairness Debugging.

Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Explainable AI: Foundations, Applications, Opportunities for Data Management Research.

Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Demonstration of Generating Explanations for Black-Box Algorithms Using Lewis.

Paul Y. Wang, Sainyam Galhotra, Romila Pradhan, Babak Salimi

Proc. VLDB Endow., 2021

Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals.

Sainyam Galhotra, Romila Pradhan, Babak Salimi

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2018

Guided Data Fusion

Romila Pradhan

PhD thesis, 2018

A Framework to Integrate User Feedback for Rapid Conflict Resolution.

Romila Pradhan, Siarhei Bykau, Sunil Prabhakar

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Leveraging Data Relationships to Resolve Conflicts from Disparate Data Sources.

Romila Pradhan, Walid G. Aref, Sunil Prabhakar

Proceedings of the Database and Expert Systems Applications, 2018

2017

Staging User Feedback toward Rapid Conflict Resolution in Data Fusion.

Romila Pradhan, Siarhei Bykau, Sunil Prabhakar

Proceedings of the 2017 ACM International Conference on Management of Data, 2017