Search Results - "randomized matrix-factorization algorithm"

Novel Distributed Multimedia Recommendation Systems Using Personalized Information by Chang, Shih Yu, Wu, Hsiao-Chun, Yan, Kun, Huang, Scott Chih-Hao, Wu, Yiyan

“…In this paper, we propose a novel distributed multimedia recommendation system (DMRS) to address personalized preference by use of the matrix-sketching…”
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Efficient Model-Based Collaborative Filtering with Fast Adaptive PCA by Ding, Xiangyun, Yu, Wenjian, Xie, Yuyang, Liu, Shenghua

“…) is proposed for the matrix completion problem in recommender system. Firstly, a fast adaptive PCA framework is presented which combines the fixed-precision randomized matrix factorization algorithm [1…”
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Efficient Model-Based Collaborative Filtering with Fast Adaptive PCA by Ding, Xiangyun, Yu, Wenjian, Xie, Yuyang, Liu, Shenghua

“…) is proposed for the matrix completion problem in recommender system. Firstly, a fast adaptive PCA frameworkis presented which combines the fixed-precision randomized matrix factorization algorithm [1…”
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Sequential Randomized Matrix Factorization for Gaussian Processes: Efficient Predictions and Hyper-parameter Optimization by Bopardikar, Shaunak D, George S Eskander Ekladious

“… First, we formalize an approach to compute the inverse of the kernel matrix using randomized matrix factorization algorithms in a streaming scenario, i.e…”
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