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Jiri Gesi
Jiri Gesi
Amazon Science
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Title
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Year
An empirical examination of the impact of bias on just-in-time defect prediction
J Gesi, J Li, I Ahmed
Proceedings of the 15th ACM/IEEE international symposium on empirical …, 2021
282021
Evaluating and improving static analysis tools via differential mutation analysis
A Groce, I Ahmed, J Feist, G Grieco, J Gesi, M Meidani, Q Chen
2021 IEEE 21st International Conference on Software Quality, Reliability and …, 2021
252021
Leveraging feature bias for scalable misprediction explanation of machine learning models
J Gesi, X Shen, Y Geng, Q Chen, I Ahmed
2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023
192023
Code Smells in Machine Learning Systems
J Gesi, S Liu, J Li, I Ahmed, N Nagappan, D Lo, A Eduardo Santana, ...
https://arxiv.org/abs/2203.00803, 2022
182022
Personalized Web Services Interface Design Using Interactive Computational Search
J Gesi
University of Michigan, 2017
16*2017
Behavior-driven query similarity prediction based on pre-trained language models for e-commerce search
Y Huang, J Gesi, X Hong, H Cheng, K Zhong, V Mittal, Q Cui, V Salaka
152023
Code Clone Detection Using Representation Learning
J Gesi, A Truelove, F Yazdani
132019
Out of Time: A Case Study of Using Team and Modification Representation Learning for Improving Bug Report Resolution Time Prediction in Ebay
J Gesi, H Wang, B Wang, A Truelove, J Park, I Ahmed
Available at SSRN 4571372, 2023
122023
Beyond Self-learned Attention: Mitigating Attention Bias in Transformer-based Models Using Attention Guidance
J Gesi, I Ahmed
arXiv preprint arXiv:2402.16790, 2024
2024
Towards robustness analysis of e-commerce ranking system
N Wang, Y Huang, H Cheng, J Gesi, X Wang, V Mittal
2024
Feature Bias in Machine Learning Models: An In-Depth Exploration for Software Engineering Tasks
R Ji
University of California, Irvine, 2023
2023
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