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Feb, 2023
基于图信号采样的归纳式一位矩阵补全:闭式解
Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution
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Chao Chen, Haoyu Geng, Gang Zeng, Zhaobing Han, Hua Chai...
TL;DR
本文提出了一种新的方法GS-IMC和BGS-IMC来解决基于图信号采样的感知一位矩阵完成问题,这种方法考虑了离散和连续随机噪声,并且在公共基准测试上表现出最先进的性能。
Abstract
inductive one-bit matrix completion
is motivated by modern applications such as
recommender systems
, where new users would appear at test stage with the ratings consisting of only ones and no zeros. We propose a
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