How Well do Offline Metrics Predict Online Performance of Product Ranking Models?

Xiaojie Wang, Ruoyuan Gao, Anoop Jain, Graham Edge, Sachin Ahuja. How Well do Offline Metrics Predict Online Performance of Product Ranking Models?. In Hsin-Hsi Chen, Wei-Jou (Edward) Duh, Hen-Hsen Huang, Makoto P. Kato, Josiane Mothe, Barbara Poblete, editors, Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023. pages 3415-3420, ACM, 2023. [doi]

@inproceedings{WangGJEA23,
  title = {How Well do Offline Metrics Predict Online Performance of Product Ranking Models?},
  author = {Xiaojie Wang and Ruoyuan Gao and Anoop Jain and Graham Edge and Sachin Ahuja},
  year = {2023},
  doi = {10.1145/3539618.3591865},
  url = {https://doi.org/10.1145/3539618.3591865},
  researchr = {https://researchr.org/publication/WangGJEA23},
  cites = {0},
  citedby = {0},
  pages = {3415-3420},
  booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023},
  editor = {Hsin-Hsi Chen and Wei-Jou (Edward) Duh and Hen-Hsen Huang and Makoto P. Kato and Josiane Mothe and Barbara Poblete},
  publisher = {ACM},
  isbn = {978-1-4503-9408-6},
}