Counterfactual Explanations for Visual Recommender Systems

Author:

Jain Neham1ORCID,Sharma Vibhhu1ORCID,Sinha Gaurav2ORCID

Affiliation:

1. Carnegie Mellon University, Pittsburgh, USA

2. Microsoft Research, Bangalore, India

Publisher

ACM

Reference14 articles.

1. Attentive Collaborative Filtering

2. Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay William Fedus Eric Li Xuezhi Wang Mostafa Dehghani Siddhartha Brahma Albert Webson Shixiang Shane Gu Zhuyun Dai Mirac Suzgun Xinyun Chen Aakanksha Chowdhery Sharan Narang Gaurav Mishra Adams Yu Vincent Zhao Yanping Huang Andrew Dai Hongkun Yu Slav Petrov Ed H. Chi Jeff Dean Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le and Jason Wei. 2022. Scaling Instruction-Finetuned Language Models. https://doi.org/10.48550/ARXIV.2210.11416

3. Azin Ghazimatin, Oana Balalau, Rishiraj Saha Roy, and Gerhard Weikum. 2020. PRINCE: Provider-Side Interpretability with Counterfactual Explanations in Recommender Systems. Association for Computing Machinery, New York, NY, USA.

4. VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback

5. Wang-Cheng Kang, Chen Fang, Zhaowen Wang, and Julian McAuley. 2017. Visually-Aware Fashion Recommendation and Design with Generative Image Models. 2017 IEEE International Conference on Data Mining (ICDM) (2017).

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