Nima Shahbazi

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 23

Top Topics

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Nima Shahbazi, Jin Wang, Zhengjie Miao, Nikita Bhutani
Fairness-Aware Data Preparation for Entity Matching. ICDE (2024)
Nima Shahbazi, Abolfazl Asudeh
Reliability evaluation of individual predictions: a data-centric approach. VLDB J. 33 (4) (2024)
Sana Ebrahimi, Nima Shahbazi, Abolfazl Asudeh
REQUAL-LM: Reliability and Equity through Aggregation in Large Language Models. CoRR (2024)
Melika Mousavi, Nima Shahbazi, Abolfazl Asudeh
Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach. EDBT (2024)
Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh, Fatemeh Nargesian, Divesh Srivastava
FairEM360: A Suite for Responsible Entity Matching. CoRR (2024)
Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh
Coverage-based Data-centric Approaches for Responsible and Trustworthy AI. IEEE Data Eng. Bull. 47 (1) (2024)
Nima Shahbazi, Stavros Sintos, Abolfazl Asudeh
FairHash: A Fair and Memory/Time-efficient Hashmap. Proc. ACM Manag. Data 2 (3) (2024)
Nima Shahbazi, Yin Lin, Abolfazl Asudeh, H. V. Jagadish
Representation Bias in Data: A Survey on Identification and Resolution Techniques. ACM Comput. Surv. 55 (13s) (2023)
Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian, Abolfazl Asudeh, Divesh Srivastava
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching. CoRR (2023)
Khanh-Duy Nguyen, Nima Shahbazi, Abolfazl Asudeh
PopSim: An Individual-level Population Simulator for Equitable Allocation of City Resources. CoRR (2023)
Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian, Abolfazl Asudeh, Divesh Srivastava
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching. Proc. VLDB Endow. 16 (11) (2023)
Abolfazl Asudeh, Nima Shahbazi, Stavros Sintos
A Fair and Memory/Time-efficient Hashmap. CoRR (2023)
Melika Mousavi, Nima Shahbazi, Abolfazl Asudeh
Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach. CoRR (2023)
Nima Shahbazi, Yin Lin, Abolfazl Asudeh, H. V. Jagadish
A Survey on Techniques for Identifying and Resolving Representation Bias in Data. CoRR (2022)
Nima Shahbazi, Jarek Gryz
Upper bounds for can-tree and FP-tree. J. Intell. Inf. Syst. 58 (1) (2022)
Nima Shahbazi, Abolfazl Asudeh
Data-Centric Distrust Quantification for Responsible AI: When Data-driven Outcomes Are Not Reliable. CoRR (2022)
Hantian Zhang, Nima Shahbazi, Xu Chu, Abolfazl Asudeh
FairRover: explorative model building for fair and responsible machine learning. DEEM@SIGMOD (2021)
Abolfazl Asudeh, Nima Shahbazi, Zhongjun Jin, H. V. Jagadish
Identifying Insufficient Data Coverage for Ordinal Continuous-Valued Attributes. SIGMOD Conference (2021)
Nima Shahbazi, Jarek Gryz
Upper Bound on the Size of FP-Tree. ADBIS (2020)
Jarek Gryz, Nima Shahbazi
Futility of a Right to Explanation. EDBT/ICDT Workshops (2020)
Jennifer McArthur, Nima Shahbazi, Ricky Fok, Christopher Raghubar, Brandon Bortoluzzi, Aijun An
Machine learning and BIM visualization for maintenance issue classification and enhanced data collection. Adv. Eng. Informatics 38 (2018)
Nima Shahbazi, Rohollah Soltani, Jarek Gryz
Memory Efficient Frequent Itemset Mining. MLDM (2) (2018)
Nima Shahbazi, Rohollah Soltani, Jarek Gryz, Aijun An
Building FP-Tree on the Fly: Single-Pass Frequent Itemset Mining. MLDM (2016)
Nima Shahbazi, Hamid Sarbazi-Azad
Accelerating 3-D capacitance extraction in deep sub-micron VLSI design using vector/parallel computing. ICPADS (2007)