1. Foreword: special issue for the journal track of the 11th Asian Conference on Machine Learning (ACML 2019)

   • Kee-Eung Kim
   • Jun Zhu

   EditorialNotes 04 March 2020 Pages: 441 - 443

2. Joint consensus and diversity for multi-view semi-supervised classification

   • Wenzhang Zhuge
   • Chenping Hou
   • Dongyun Yi

   OriginalPaper 07 October 2019 Pages: 445 - 465

   

3. Gradient descent optimizes over-parameterized deep ReLU networks

   • Difan Zou
   • Yuan Cao
   • Quanquan Gu

   OriginalPaper 23 October 2019 Pages: 467 - 492

   

4. Skill-based curiosity for intrinsically motivated reinforcement learning

   • Nicolas Bougie
   • Ryutaro Ichise

   OriginalPaper Open access 10 October 2019 Pages: 493 - 512

   

5. Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric

   • Yongchan Kwon
   • Wonyoung Kim
   • Myunghee Cho Paik

   OriginalPaper 04 November 2019 Pages: 513 - 532

   

6. Handling concept drift via model reuse

   • Peng Zhao
   • Le-Wen Cai
   • Zhi-Hua Zhou

   OriginalPaper 10 October 2019 Pages: 533 - 568

   

7. Communication-efficient distributed multi-task learning with matrix sparsity regularization

   • Qiang Zhou
   • Yu Chen
   • Sinno Jialin Pan

   OriginalPaper 07 October 2019 Pages: 569 - 601

   

8. Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion

   • Longhao Yuan
   • Chao Li
   • Qibin Zhao

   OriginalPaper 04 November 2019 Pages: 603 - 622

   

9. Multi-label optimal margin distribution machine

   • Zhi-Hao Tan
   • Peng Tan
   • Zhi-Hua Zhou

   OriginalPaper 10 October 2019 Pages: 623 - 642

   

10. Few-shot learning with adaptively initialized task optimizer: a practical meta-learning approach

    • Han-Jia Ye
    • Xiang-Rong Sheng
    • De-Chuan Zhan

    OriginalPaper 10 October 2019 Pages: 643 - 664