Volume 106, Issue 4, April 2017

Special Issue of Selected Papers from ACML 2015; Guest Editors: Geoffrey Holmes, Tie-Yan Liu, Hang Li, Irwin King, Masashi Sugiyama, and Zhi-Hua Zhou

ISSN: 0885-6125 (Print) 1573-0565 (Online)

In this issue (8 articles)

  1. Editorial

    Introduction: special issue of selected papers from ACML 2015

    Geoffrey Holmes, Tie-Yan Liu, Hang Li, Irwin King, Masashi Sugiyama… Pages 459-461
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  2. OriginalPaper

    Class-prior estimation for learning from positive and unlabeled data

    Marthinus C. du Plessis, Gang Niu, Masashi Sugiyama Pages 463-492
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  3. OriginalPaper

    Geometry-aware principal component analysis for symmetric positive definite matrices

    Inbal Horev, Florian Yger, Masashi Sugiyama Pages 493-522
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  4. OriginalPaper

    Preference Relation-based Markov Random Fields for Recommender Systems

    Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang Pages 523-546
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  5. Erratum

    Erratum to: Preference Relation-based Markov Random Fields for Recommender Systems

    Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang Page 547
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  6. OriginalPaper

    Surrogate regret bounds for generalized classification performance metrics

    Wojciech Kotłowski, Krzysztof Dembczyński Pages 549-572
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  7. OriginalPaper

    Maximum margin partial label learning

    Fei Yu, Min-Ling Zhang Pages 573-593
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  8. OriginalPaper

    Proximal average approximated incremental gradient descent for composite penalty regularized empirical risk minimization

    Yiu-ming Cheung, Jian Lou Pages 595-622
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