| AI Fairness 360: An extensible toolkit for detecting, understanding, and mitigating unwanted algorithmic bias RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ... arXiv preprint arXiv:1810.01943, 2018 | 574 | 2018 |
| AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ... IBM Journal of Research and Development 63 (4/5), 4: 1-4: 15, 2019 | 363 | 2019 |
| ATHENA: an ontology-driven system for natural language querying over relational data stores D Saha, A Floratou, K Sankaranarayanan, UF Minhas, AR Mittal, F Özcan Proceedings of the VLDB Endowment 9 (12), 1209-1220, 2016 | 168 | 2016 |
| Black box fairness testing of machine learning models A Aggarwal, P Lohia, S Nagar, K Dey, D Saha Proceedings of the 2019 27th ACM Joint Meeting on European Software …, 2019 | 109 | 2019 |
| Bias mitigation post-processing for individual and group fairness PK Lohia, KN Ramamurthy, M Bhide, D Saha, KR Varshney, R Puri Icassp 2019-2019 ieee international conference on acoustics, speech and …, 2019 | 92 | 2019 |
| Incremental and demand-driven points-to analysis using logic programming D Saha, CR Ramakrishnan Proceedings of the 7th ACM SIGPLAN international conference on Principles …, 2005 | 78 | 2005 |
| Bias source identification and de-biasing of a dataset MA Bhide, PK Lohia, D Saha, M Katari US Patent 11,475,331, 2022 | 66 | 2022 |
| Incremental evaluation of tabled logic programs D Saha, CR Ramakrishnan Logic Programming: 19th International Conference, ICLP 2003, Mumbai, India …, 2003 | 66 | 2003 |
| Extending logical attack graphs for efficient vulnerability analysis D Saha Proceedings of the 15th ACM conference on Computer and communications …, 2008 | 64 | 2008 |
| Generate your counterfactuals: Towards controlled counterfactual generation for text N Madaan, I Padhi, N Panwar, D Saha Proceedings of the AAAI Conference on Artificial Intelligence 35 (15), 13516 …, 2021 | 44 | 2021 |
| Data-guided repair of selection statements D Gopinath, S Khurshid, D Saha, S Chandra Proceedings of the 36th International Conference on Software Engineering …, 2014 | 42 | 2014 |
| An incremental bisimulation algorithm D Saha FSTTCS 2007: Foundations of Software Technology and Theoretical Computer …, 2007 | 42 | 2007 |
| Athena++ natural language querying for complex nested sql queries J Sen, C Lei, A Quamar, F Özcan, V Efthymiou, A Dalmia, G Stager, ... Proceedings of the VLDB Endowment 13 (12), 2747-2759, 2020 | 41 | 2020 |
| Verifying individual fairness in machine learning models PG John, D Vijaykeerthy, D Saha Conference on Uncertainty in Artificial Intelligence, 749-758, 2020 | 40 | 2020 |
| Fault localization for data-centric programs D Saha, MG Nanda, P Dhoolia, VK Nandivada, V Sinha, S Chandra Proceedings of the 19th ACM SIGSOFT symposium and the 13th European …, 2011 | 38 | 2011 |
| Automatic incrementalization of prolog based static analyses M Eichberg, M Kahl, D Saha, M Mezini, K Ostermann Practical Aspects of Declarative Languages: 9th International Symposium …, 2007 | 36 | 2007 |
| Think your artificial intelligence software is fair? Think again RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ... IEEE Software 36 (4), 76-80, 2019 | 32 | 2019 |
| AI Fairness 360: An Extensible Toolkit for Detecting RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ... Understanding, and Mitigating Unwanted Algorithmic Bias, 2018 | 31 | 2018 |
| Automated test generation to detect individual discrimination in AI models A Agarwal, P Lohia, S Nagar, K Dey, D Saha arXiv preprint arXiv:1809.03260, 2018 | 28 | 2018 |
| Detecting and mitigating secret-key leaks in source code repositories VS Sinha, D Saha, P Dhoolia, R Padhye, S Mani 2015 IEEE/ACM 12th Working Conference on Mining Software Repositories, 396-400, 2015 | 26 | 2015 |
