Volume 109, Issue 3

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March 2020

Special Issue of the ACML 2019 Journal Track; Guest Editors: Kee-Eung Kim and Jun Zhu

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10 articles in this issue

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
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track
Joint consensus and diversity for multi-view semi-supervised classification
Wenzhang Zhuge
Chenping Hou
Dongyun Yi
OriginalPaper 07 October 2019 Pages: 445 - 465
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track
Gradient descent optimizes over-parameterized deep ReLU networks
Difan Zou
Yuan Cao
Quanquan Gu
OriginalPaper 23 October 2019 Pages: 467 - 492
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track
Skill-based curiosity for intrinsically motivated reinforcement learning
Nicolas Bougie
Ryutaro Ichise
OriginalPaper Open access 10 October 2019 Pages: 493 - 512
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track
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
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track
Handling concept drift via model reuse
Peng Zhao
Le-Wen Cai
Zhi-Hua Zhou
OriginalPaper 10 October 2019 Pages: 533 - 568
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track
Communication-efficient distributed multi-task learning with matrix sparsity regularization
Qiang Zhou
Yu Chen
Sinno Jialin Pan
OriginalPaper 07 October 2019 Pages: 569 - 601
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track
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
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track
Multi-label optimal margin distribution machine
Zhi-Hao Tan
Peng Tan
Zhi-Hua Zhou
OriginalPaper 10 October 2019 Pages: 623 - 642
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track
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
Part of 2 collections:

Special Issue of the ACML 2019 Journal Track

Special Issue of the ACML 2019 Journal Track

Volume 109, Issue 3

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