1. Foreword: special issue for the journal track of the 9th Asian Conference on Machine Learning (ACML 2017)

   • Wee Sun Lee
   • Robert J. Durrant

   Editorial 21 December 2017 Pages: 639 - 641

2. Efficient preconditioning for noisy separable nonnegative matrix factorization problems by successive projection based low-rank approximations

   • Tomohiko Mizutani
   • Mirai Tanaka

   OriginalPaper 26 October 2017 Pages: 643 - 673

   

3. Robust Plackett–Luce model for k-ary crowdsourced preferences

   • Bo Han
   • Yuangang Pan
   • Ivor W. Tsang

   OriginalPaper 25 October 2017 Pages: 675 - 702

   

4. Learning safe multi-label prediction for weakly labeled data

   • Tong Wei
   • Lan-Zhe Guo
   • Wei Gao

   OriginalPaper 12 December 2017 Pages: 703 - 725

   

5. Distributed multi-task classification: a decentralized online learning approach

   • Chi Zhang
   • Peilin Zhao
   • Steven C. H. Hoi

   OriginalPaper 02 November 2017 Pages: 727 - 747

   

6. Crowdsourcing with unsure option

   • Yao-Xiang Ding
   • Zhi-Hua Zhou

   OriginalPaper 26 October 2017 Pages: 749 - 766

   

7. Semi-supervised AUC optimization based on positive-unlabeled learning

   • Tomoya Sakai
   • Gang Niu
   • Masashi Sugiyama

   OriginalPaper 26 October 2017 Pages: 767 - 794

   

8. Correction to: Semi-supervised AUC optimization based on positive-unlabeled learning

   • Tomoya Sakai
   • Gang Niu
   • Masashi Sugiyama

   Correction 23 January 2018 Pages: 795 - 795