Romila Pradhan

Assistant Professor, Purdue University

Joined

September 2022

Names

Romila Pradhan (Preferred)

Emails

****@purdue.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Assistant Professor

Purdue University (purdue.edu)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Responsible data science

explainable AI

fairness

2020 – Present

Data management

data integration

data quality

data cleaning

2011 – Present

Publications

Explainable AI: Foundations, Applications, Opportunities for Data Management Research
Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
- 2022 (modified: 19 Jan 2023)
- SIGMOD Conference 2022
- Readers: Everyone
Interpretable Data-Based Explanations for Fairness Debugging
Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi
- 2022 (modified: 19 Jan 2023)
- SIGMOD Conference 2022
- Readers: Everyone
Explainable AI: Foundations, Applications, Opportunities for Data Management Research
Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
- 2022 (modified: 19 Jan 2023)
- ICDE 2022
- Readers: Everyone
Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher
Jiongli Zhu, Romila Pradhan, Boris Glavic, Babak Salimi
- 2022 (modified: 19 Jan 2023)
- SIGMOD Conference 2022
- Readers: Everyone
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals
Sainyam Galhotra, Romila Pradhan, Babak Salimi
- 2021 (modified: 19 Jan 2023)
- CoRR 2021
- Readers: Everyone
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals
Sainyam Galhotra, Romila Pradhan, Babak Salimi
- 2021 (modified: 19 Jan 2023)
- SIGMOD Conference 2021
- Readers: Everyone
Demonstration of Generating Explanations for Black-Box Algorithms Using Lewis
Paul Y. Wang, Sainyam Galhotra, Romila Pradhan, Babak Salimi
- 2021 (modified: 19 Jan 2023)
- Proc. VLDB Endow. 2021
- Readers: Everyone
Interpretable Data-Based Explanations for Fairness Debugging
Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi
- 2021 (modified: 19 Jan 2023)
- CoRR 2021
- Readers: Everyone
Leveraging Data Relationships to Resolve Conflicts from Disparate Data Sources
Romila Pradhan, Walid G. Aref, Sunil Prabhakar
- 2018 (modified: 19 Jan 2023)
- DEXA (2) 2018
- Readers: Everyone
A Framework to Integrate User Feedback for Rapid Conflict Resolution
Romila Pradhan, Siarhei Bykau, Sunil Prabhakar
- 2018 (modified: 19 Jan 2023)
- ICDE 2018
- Readers: Everyone

View all 11 publications