MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction

Author:

Lin Jianghao1ORCID,Qu Yanru1ORCID,Guo Wei2ORCID,Dai Xinyi1ORCID,Tang Ruiming2ORCID,Yu Yong1ORCID,Zhang Weinan1ORCID

Affiliation:

1. Shanghai Jiao Tong University, Shanghai, China

2. Huawei Noah's Ark Lab, Shenzhen, China

Funder

Shanghai Municipal Science and Technology Major Project

National Natural Science Foundation of China

Publisher

ACM

Reference69 articles.

1. 2020. MindSpore. https://www.mindspore.cn/ 2020. MindSpore. https://www.mindspore.cn/

2. Dara Bahri , Heinrich Jiang , Yi Tay , and Donald Metzler . 2021 . Scarf: Self-supervised contrastive learning using random feature corruption. arXiv preprint arXiv:2106.15147 (2021). Dara Bahri, Heinrich Jiang, Yi Tay, and Donald Metzler. 2021. Scarf: Self-supervised contrastive learning using random feature corruption. arXiv preprint arXiv:2106.15147 (2021).

3. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell etal 2020. Language models are few-shot learners. Advances in neural information processing systems Vol. 33 (2020) 1877--1901. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. Advances in neural information processing systems Vol. 33 (2020) 1877--1901.

4. Training and testing low-degree polynomial data mappings via linear SVM;Chang Yin-Wen;Journal of Machine Learning Research,2010

5. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 b. A simple framework for contrastive learning of visual representations . In International conference on machine learning. PMLR, 1597--1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020b. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597--1607.

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