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
    Download PDF (291KB) View Article

  2. No Access

    OriginalPaper

    Class-prior estimation for learning from positive and unlabeled data

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

  3. No Access

    OriginalPaper

    Geometry-aware principal component analysis for symmetric positive definite matrices

    Inbal Horev, Florian Yger, Masashi Sugiyama Pages 493-522

  4. No Access

    OriginalPaper

    Preference Relation-based Markov Random Fields for Recommender Systems

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

  5. Erratum

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

    Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang Page 547
    Download PDF (283KB) View Article

  6. OriginalPaper

    Surrogate regret bounds for generalized classification performance metrics

    Wojciech Kotłowski, Krzysztof Dembczyński Pages 549-572
    Download PDF (725KB) View Article

  7. No Access

    OriginalPaper

    Maximum margin partial label learning

    Fei Yu, Min-Ling Zhang Pages 573-593

  8. No Access

    OriginalPaper

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

    Yiu-ming Cheung, Jian Lou Pages 595-622