Data augmentation

Augment more data or features

Augment train data for robust and generalizable ML.

References

2022

  1. Feature Augmentation with Reinforcement Learning
    Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, and 2 more authors
    In 38th IEEE International Conference on Data Engineering, ICDE 2022, Kuala Lumpur, Malaysia, May 9-12, 2022, 2022

2021

  1. Adaptive Data Augmentation for Supervised Learning over Missing Data
    Tongyu Liu, Ju Fan, Yinqing Luo, Nan Tang, and 2 more authors
    Proc. VLDB Endow., 2021