Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization.

Zirui Zhu|Yong Liu|Zangwei Zheng|Huifeng Guo|Yang You


Anthology ID:DBLP:conf/www/ZhuLZG024
Volume:Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
Year:2024
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:3485-3496
URL:https://doi.org/10.1145/3589334.3645463
DOI:https://doi.org/10.1145/3589334.3645463
DBLP:conf/www/ZhuLZG024
BibTeX:
@inproceedings{zhu-2024-helen, author = {Zirui Zhu and Yong Liu and Zangwei Zheng and Huifeng Guo and Yang You}, editor = {Tat-Seng Chua and Chong-Wah Ngo and Ravi Kumar and Hady Wirawan Lauw and Roy Ka-Wei Lee}, title = {{Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization}}, booktitle = {{Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024}}, pages = {3485--3496}, publisher = {ACM}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645463}, doi = {https://doi.org/10.1145/3589334.3645463} }