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

8 articles in this issue

Introduction: special issue of selected papers from ACML 2015
Geoffrey Holmes
Tie-Yan Liu
Zhi-Hua Zhou
Editorial 05 April 2017 Pages: 459 - 461
Class-prior estimation for learning from positive and unlabeled data
Marthinus C. du Plessis
Gang Niu
Masashi Sugiyama
OriginalPaper 14 November 2016 Pages: 463 - 492
Geometry-aware principal component analysis for symmetric positive definite matrices
Inbal Horev
Florian Yger
Masashi Sugiyama
OriginalPaper 18 November 2016 Pages: 493 - 522
Preference Relation-based Markov Random Fields for Recommender Systems
Shaowu Liu
Gang Li
Yuan Jiang
OriginalPaper 14 November 2016 Pages: 523 - 546
Erratum to: Preference Relation-based Markov Random Fields for Recommender Systems
Shaowu Liu
Gang Li
Yuan Jiang
Erratum 07 February 2017 Pages: 547 - 547
Surrogate regret bounds for generalized classification performance metrics
Wojciech Kotłowski
Krzysztof Dembczyński
OriginalPaper Open access 14 October 2016 Pages: 549 - 572
Maximum margin partial label learning
Fei Yu
Min-Ling Zhang
OriginalPaper 23 December 2016 Pages: 573 - 593
Proximal average approximated incremental gradient descent for composite penalty regularized empirical risk minimization
Yiu-ming Cheung
Jian Lou
OriginalPaper 18 November 2016 Pages: 595 - 622

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