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stat.ML2022
Do-AIQ: A Design-of-Experiment Approach to Quality Evaluation of AI Mislabel Detection Algorithm
J. Lian, K. Choi, B. Veeramani +4
The quality of Artificial Intelligence (AI) algorithms is of significant importance for confidently adopting algorithms in various applications such as cybersecurity, healthcare, a…
stat.ML2020
Investigating the Robustness of Artificial Intelligent Algorithms with Mixture Experiments
Jiayi Lian, Laura Freeman, Yili Hong +1
Artificial intelligent (AI) algorithms, such as deep learning and XGboost, are used in numerous applications including computer vision, autonomous driving, and medical diagnostics.…