RankMat: Matrix Factorization with Calibrated Distributed Embedding and Fairness Enhancement

Author:

Wang Hao1

Affiliation:

1. CEO, ratidar.com, China

Publisher

ACM

Reference11 articles.

1. G. Takacs , D. Tikk . Alternating Least Squares for Personalized Ranking. The 6thACM Conference on Recommender Systems , 2012 . G. Takacs, D. Tikk. Alternating Least Squares for Personalized Ranking. The 6thACM Conference on Recommender Systems, 2012.

2. Mikolov T, Chen K, Corrado G S , Efficient Estimation of Word Representations in Vector Space. International conference on learning representations , 2013 . Mikolov T, Chen K, Corrado G S, Efficient Estimation of Word Representations in Vector Space. International conference on learning representations, 2013.

3. Pennington J, Socher R , Manning C D , Glove : Global Vectors for Word Representation. Empirical methods in natural language processing, 2014 . Pennington J, Socher R, Manning C D, Glove: Global Vectors for Word Representation. Empirical methods in natural language processing, 2014.

4. T. Chen , W. Zhang , Q. Lu , K. Chen , Y. Yu. SVDFeature:A Toolkit for Feature-based Collaborative Filtering. The Journal of Machine Learning Research , 2012 . T. Chen, W. Zhang, Q. Lu, K. Chen, Y. Yu. SVDFeature:A Toolkit for Feature-based Collaborative Filtering. The Journal of Machine Learning Research, 2012.

5. Factorization meets the neighborhood

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. PoissonMat: Remodeling Matrix Factorization using Poisson Distribution and Solving the Cold Start Problem without Input Data;2022 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE);2022-08

2. DotMat: Solving Cold-Start Problem and Alleviating Sparsity Problem for Recommender Systems;2022 IEEE 5th International Conference on Electronics Technology (ICET);2022-05-13

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