SCM4SR: Structural Causal Model-based Data Augmentation for Robust Session-based Recommendation

Author:

Gupta Muskan1ORCID,Gupta Priyanka1ORCID,Narwariya Jyoti1ORCID,Vig Lovekesh1ORCID,Shroff Gautam1ORCID

Affiliation:

1. TCS Research, Delhi, India

Publisher

ACM

Reference17 articles.

1. Variational Inference: A Review for Statisticians

2. Diksha Garg, Priyanka Gupta, Pankaj Malhotra, Lovekesh Vig, and Gautam Shroff. 2020. Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation. NeurIPS Workshop on Offline Reinforcement Learning, arXiv preprint arXiv:2012.08984 (2020).

3. Priyanka Gupta, Diksha Garg, Pankaj Malhotra, Lovekesh Vig, and Gautam Shroff. 2019. NISER: Normalized Item and Session Representations with Graph Neural Networks. arXiv preprint arXiv:1909.04276 (2019).

4. CauSeR

5. Balázs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, and Domonkos Tikk. 2015. Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939 (2015).

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