CausPref: Causal Preference Learning for Out-of-Distribution Recommendation

Author:

He Yue1,Wang Zimu1,Cui Peng1,Zou Hao1,Zhang Yafeng2,Cui Qiang2,Jiang Yong1

Affiliation:

1. Tsinghua University, China

2. Meituan, China

Publisher

ACM

Reference49 articles.

1. Controlling Popularity Bias in Learning-to-Rank Recommendation

2. Handwriting Arabic character recognition LeNet using neural network;Al-Jawfi Rashad;Int. Arab J. Inf. Technol.,2009

3. Martín Arjovsky Léon Bottou Ishaan Gulrajani and David Lopez-Paz. 2019. Invariant Risk Minimization. CoRR abs/1907.02893(2019). arXiv:1907.02893http://arxiv.org/abs/1907.02893 Martín Arjovsky Léon Bottou Ishaan Gulrajani and David Lopez-Paz. 2019. Invariant Risk Minimization. CoRR abs/1907.02893(2019). arXiv:1907.02893http://arxiv.org/abs/1907.02893

4. Domain Generalization by Marginal Transfer Learning.J;Blanchard Gilles;Mach. Learn. Res.,2021

5. Causal embeddings for recommendation

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