Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation

Chengliang Chai, Kaisen Jin, Nan Tang 0001, Ju Fan, Lianpeng Qiao, Yuping Wang, Yuyu Luo, Ye Yuan, Guoren Wang. Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation. In 40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024. pages 3613-3626, IEEE, 2024. [doi]

Abstract

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