1. Foreword: special issue for the journal track of the 10th Asian Conference on Machine Learning (ACML 2018)

   • Masashi Sugiyama
   • Yung-Kyun Noh

   EditorialNotes 10 May 2019 Pages: 717 - 719

2. Good arm identification via bandit feedback

   • Hideaki Kano
   • Junya Honda
   • Masashi Sugiyama

   OriginalPaper Open access 06 March 2019 Pages: 721 - 745

   

3. Supervised representation learning for multi-label classification

   • Ming Huang
   • Fuzhen Zhuang
   • Qing He

   OriginalPaper 13 February 2019 Pages: 747 - 763

   

4. Bayesian optimistic Kullback–Leibler exploration

   • Kanghoon Lee
   • Geon-Hyeong Kim
   • Kee-Eung Kim

   OriginalPaper 19 December 2018 Pages: 765 - 783

   

5. Annotation cost-sensitive active learning by tree sampling

   • Yu-Lin Tsou
   • Hsuan-Tien Lin

   OriginalPaper 01 April 2019 Pages: 785 - 807

   

6. N-ary decomposition for multi-class classification

   • Joey Tianyi Zhou
   • Ivor W. Tsang
   • Klaus-Robert Müller

   OriginalPaper 20 February 2019 Pages: 809 - 830

   

7. Millionaire: a hint-guided approach for crowdsourcing

   • Bo Han
   • Quanming Yao
   • Masashi Sugiyama

   OriginalPaper 19 December 2018 Pages: 831 - 858

   

8. An accelerated variance reducing stochastic method with Douglas-Rachford splitting

   • Jingchang Liu
   • Linli Xu
   • Qing Ling

   OriginalPaper 01 May 2019 Pages: 859 - 878