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- W4309394574 abstract "Matrix completion is a class of machine learning methods that concerns the prediction of missing entries in a partially observed matrix. This paper studies matrix completion for mixed data, i.e., data involving mixed types of variables (e.g., continuous, binary, ordinal). We formulate it as a low-rank matrix estimation problem under a general family of non-linear factor models and then propose entrywise consistent estimators for estimating the low-rank matrix. Tight probabilistic error bounds are derived for the proposed estimators. The proposed methods are evaluated by simulation studies and real-data applications for collaborative filtering and large-scale educational assessment." @default.
- W4309394574 created "2022-11-26" @default.
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- W4309394574 date "2022-11-16" @default.
- W4309394574 modified "2023-09-24" @default.
- W4309394574 title "A Generalized Latent Factor Model Approach to Mixed-data Matrix Completion with Entrywise Consistency" @default.
- W4309394574 doi "https://doi.org/10.48550/arxiv.2211.09272" @default.
- W4309394574 hasPublicationYear "2022" @default.
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