Practical Approaches to Principal Component Analysis in the Presence of Missing Values

Alexander Ilin, Tapani Raiko

    Research output: Contribution to journalArticleScientificpeer-review

    213 Citations (Scopus)
    Original languageEnglish
    Pages (from-to)1957-2000
    JournalJournal of Machine Learning Research
    Volume11
    Issue number3
    Publication statusPublished - 2010
    MoE publication typeA1 Journal article-refereed

    Keywords

    • missing values
    • overfitting
    • principal component analysis
    • regularization

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