A Method of Identifying Causes of Prediction Errors to Accelerate MLOps

Keita Sakuma, Ryuta Matsuno, Yoshio Kameda. A Method of Identifying Causes of Prediction Errors to Accelerate MLOps. In IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest@ICSE 2023, Melbourne, Australia, May 15, 2023. pages 9-16, IEEE, 2023. [doi]

@inproceedings{SakumaMK23,
  title = {A Method of Identifying Causes of Prediction Errors to Accelerate MLOps},
  author = {Keita Sakuma and Ryuta Matsuno and Yoshio Kameda},
  year = {2023},
  doi = {10.1109/DeepTest59248.2023.00009},
  url = {https://doi.org/10.1109/DeepTest59248.2023.00009},
  researchr = {https://researchr.org/publication/SakumaMK23},
  cites = {0},
  citedby = {0},
  pages = {9-16},
  booktitle = {IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest@ICSE 2023, Melbourne, Australia, May 15, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-3812-6},
}