| Representation Bias in Data: A Survey on Identification and Resolution Techniques N Shahbazi, Y Lin, A Asudeh, HV Jagadish ACM Comput. Surv., 2023 | 71* | 2023 |
| Identifying insufficient data coverage for ordinal continuous-valued attributes A Asudeh, N Shahbazi, Z Jin, HV Jagadish Proceedings of the 2021 international conference on management of data, 129-141, 2021 | 36 | 2021 |
| FairRover: explorative model building for fair and responsible machine learning H Zhang, N Shahbazi, X Chu, A Asudeh Proceedings of the Fifth Workshop on Data Management for End-To-End Machine …, 2021 | 19 | 2021 |
| Through the fairness lens: Experimental analysis and evaluation of entity matching N Shahbazi, N Danevski, F Nargesian, A Asudeh, D Srivastava PVLDB, 2023 | 14 | 2023 |
| Reliability evaluation of individual predictions: a data-centric approach N Shahbazi, A Asudeh The VLDB Journal, 1-28, 2024 | 3* | 2024 |
| Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach M Mousavi, N Shahbazi, A Asudeh EDBT, 2023 | 2 | 2023 |
| FairEM360: A Suite for Responsible Entity Matching N Shahbazi, M Erfanian, A Asudeh, F Nargesian, D Srivastava arXiv preprint arXiv:2404.07354, 2024 | 1 | 2024 |
| Coverage-based Data-centric Approaches for Responsible and Trustworthy AI. N Shahbazi, M Erfanian, A Asudeh IEEE Data Eng. Bull. 47 (1), 3-17, 2024 | 1 | 2024 |
| PopSim: Individual-level Population Simulation for Equitable Allocation of City Resources KD Nguyen, N Shahbazi, A Asudeh Proceedings of The International Workshop of Algorithmic Fairness in …, 2023 | 1 | 2023 |
| FairHash: A Fair and Memory/Time-efficient Hashmap N Shahbazi, S Sintos, A Asudeh Proceedings of the ACM on Management of Data 2 (3), 1-29, 2024 | | 2024 |
| REQUAL-LM: Reliability and Equity through Aggregation in Large Language Models S Ebrahimi, N Shahbazi, A Asudeh arXiv preprint arXiv:2404.11782, 2024 | | 2024 |
| Fairness-aware Data Preparation for Entity Matching N Shahbazi, J Wang, Z Miao, N Bhutani IEEE International Conference on Data Engineering (ICDE), 2024 | | 2024 |
Abolfazl AsudehAssistant Professor of Computer Science, University of Illinois ChicagoVerified email at uic.edu