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摘要: Yang J., Chen C., Wang C. and Tsai M. HOP-Rec: high-order proximity for implicit recommendation. In ACM Conference on Recommender Systems (RecSys), 20 阅读全文
posted @ 2022-07-24 11:16 馒头and花卷 阅读(114) 评论(0) 推荐(0) 编辑
摘要: van den Berg R. Kipf T. N. and Weling M. Graph convolutional matrix completion. In Proceedings of the ACM SIGKDD International Conference on Knowledge 阅读全文
posted @ 2022-07-22 12:49 馒头and花卷 阅读(78) 评论(0) 推荐(0) 编辑
摘要: Cho J., Mall U., Bala K. and Hariharan B. PiCIE: unsupervised semantic segmentation using invariance and equivariance in clustering. In IEEE Conferenc 阅读全文
posted @ 2022-07-20 17:00 馒头and花卷 阅读(130) 评论(0) 推荐(0) 编辑
摘要: Hamilton M., Zhang Z., Hariharan B., Snavely N., Freeman W. T. Unsupervised semantic segmentation by distilling feature correspondences. In Internatio 阅读全文
posted @ 2022-07-20 10:50 馒头and花卷 阅读(534) 评论(0) 推荐(1) 编辑
摘要: Wang X., Zhang R., Sun Y. and Qi J. Doubly robust joint learning for recommendation on data missing not at random. In International Conference on Mach 阅读全文
posted @ 2022-07-17 15:43 馒头and花卷 阅读(494) 评论(3) 推荐(1) 编辑
摘要: Schnabel T., Swaminathan A., Singh A., Chandak N., Joachims T. Recommendations as treatments: debiasing learning and evaluation. In International Conf 阅读全文
posted @ 2022-07-16 15:22 馒头and花卷 阅读(315) 评论(0) 推荐(0) 编辑
摘要: Ge Y., Tan J., Zhu Y., Xia Y., Luo J., Liu S., Fu Z., Geng S., Li Z. and Zhang Y. Explainable fairness in recommendation. In International ACM SIGIR C 阅读全文
posted @ 2022-07-15 12:19 馒头and花卷 阅读(157) 评论(4) 推荐(0) 编辑
摘要: Ge Y., Liu S., Gao R., Xian Y., Li Y., Zhao X., Pei C., Pei C., Sun F., Ge J., Ou W. and Zhang Y. Towards long-term fairness in recommendation. In ACM 阅读全文
posted @ 2022-07-14 15:32 馒头and花卷 阅读(89) 评论(0) 推荐(0) 编辑
摘要: Celis L. E., Straszak D. and Vishnoi N. K. Ranking with fairness constraints. arXiv preprint arXiv:1704.06840, 2017. 概 本文讨论在一种'强硬'的 Fairness 约束下, 如何 ( 阅读全文
posted @ 2022-07-09 16:31 馒头and花卷 阅读(49) 评论(0) 推荐(0) 编辑
摘要: Liang D., Krishnan R. G., Hoffman M. D. and Jebara T. Variational autoencoders for collaborative filtering. In International Conference on World Wide 阅读全文
posted @ 2022-07-09 12:35 馒头and花卷 阅读(123) 评论(0) 推荐(0) 编辑
摘要: Suresh Harini. A framework for understanding sources of harm throughout the machine learning life cycle. arXiv preprint arXiv:1901.10002, 2019. 概 本文介绍 阅读全文
posted @ 2022-07-07 23:03 馒头and花卷 阅读(35) 评论(0) 推荐(0) 编辑
摘要: 目录概符号说明Structural Causal Models and the Causal HierarchyStructural Causal Model (SCM)Causal HierarchyLayer1-SeeingLayer2-DoingLayer3–Imagining例子Expres 阅读全文
posted @ 2022-07-06 18:41 馒头and花卷 阅读(328) 评论(0) 推荐(0) 编辑
摘要: Song Y., Sohl-Dickstein J., Kingma D. P., Kumar A., Ermon S. and Poole B. Score-based generative modeling through stochastic differential equations. I 阅读全文
posted @ 2022-06-21 13:02 馒头and花卷 阅读(3878) 评论(5) 推荐(2) 编辑
摘要: Shen Y., Wu Y., Zhang Y., Shan C., Zhang J., Letaief K. B. and Li D. How powerful is graph convolution for recommendation? In ACM International Confer 阅读全文
posted @ 2022-06-18 17:07 馒头and花卷 阅读(254) 评论(0) 推荐(0) 编辑
摘要: He X., Deng K., Wang X., Li Y., Zhang Y. and Wang M. LightGCN: simplifying and powering graph convolution network for recommendation. In International 阅读全文
posted @ 2022-06-15 23:02 馒头and花卷 阅读(304) 评论(0) 推荐(0) 编辑
摘要: Zhu Z., Kim J. and Nguyen T. Fairness among new items in cold start recommender systems. In International ACM SIGIR Conference on Research and Develop 阅读全文
posted @ 2022-06-15 15:00 馒头and花卷 阅读(69) 评论(0) 推荐(0) 编辑
摘要: Wei T., Feng F., Chen J., Wu Z., Yi J. and He X. Model-agnostic counterfactual reasoning for eliminating popularity bias in recommender system. In ACM 阅读全文
posted @ 2022-06-14 10:05 馒头and花卷 阅读(300) 评论(0) 推荐(0) 编辑
摘要: Zhang S., Yin H., Chen T., Huang Z., Cui L. and Zhang X. Graph embedding for recommendation against attribute inference attacks. In International Worl 阅读全文
posted @ 2022-06-13 16:39 馒头and花卷 阅读(140) 评论(0) 推荐(1) 编辑
摘要: Wu C., Wu F., Qi T. and Huang Y. FairRec: fairness-aware news recommendation with decomposed adversarial learning. In AAAI Conference on Artificial In 阅读全文
posted @ 2022-06-10 17:18 馒头and花卷 阅读(117) 评论(0) 推荐(0) 编辑
摘要: Naghiaei M., Rahmani H. A. and Deldjoo Y. CPFair: personalized consumer and producer fairness re-ranking for recommender systems. In International ACM 阅读全文
posted @ 2022-06-10 11:29 馒头and花卷 阅读(125) 评论(0) 推荐(0) 编辑
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