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Nima Shahbazi
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Representation Bias in Data: A Survey on Identification and Resolution Techniques
N Shahbazi, Y Lin, A Asudeh, HV Jagadish
ACM Comput. Surv., 2023
57*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
352021
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
172021
Through the fairness lens: Experimental analysis and evaluation of entity matching
N Shahbazi, N Danevski, F Nargesian, A Asudeh, D Srivastava
PVLDB, 2023
92023
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
22023
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
12024
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
12023
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
FairEM360: A Suite for Responsible Entity Matching
N Shahbazi, M Erfanian, A Asudeh, F Nargesian, D Srivastava
arXiv preprint arXiv:2404.07354, 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
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