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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

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Volume 63: Asian Conference on Machine Learning, 16-18 November 2016, The University of Waikato, Hamilton, New Zealand

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Editors: Robert J. Durrant, Kee-Eung Kim

[bib][citeproc]

Contents:

  • Front Matter
  • Accepted Papers

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Front Matter

Preface

; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:i-xiv

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Accepted Papers

Non-Linear Smoothed Transductive Network Embedding with Text Information

Weizheng Chen, Xia Zhang, Jinpeng Wang, Yan Zhang, Hongfei Yan, Xiaoming Li; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:1-16

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Long Short-term Memory Network over Rhetorical Structure Theory for Sentence-level Sentiment Analysis

Xianghua Fu, Wangwang Liu, Yingying Xu, Chong Yu, Ting Wang; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:17-32

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Enhancing Topic Modeling on Short Texts with Crowdsourcing

Xiaoyan Yang, Shanshan Ying, Wenzhe Yu, Rong Zhang, Zhenjie Zhang; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:33-48

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Multiple Kernel Learning with Data Augmentation

Khanh Nguyen, Trung Le, Vu Nguyen, Tu Nguyen, Dinh Phung; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:49-64

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Cost Sensitive Online Multiple Kernel Classification

Doyen Sahoo, Steven Hoi, Peilin Zhao; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:65-80

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Localized Multiple Kernel Learning—A Convex Approach

Yunwen Lei, Alexander Binder, Urun Dogan, Marius Kloft; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:81-96

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Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization

Linbo Qiao, Bofeng Zhang, Jinshu Su, Xicheng Lu; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:97-109

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Random Fourier Features For Operator-Valued Kernels

Romain Brault, Markus Heinonen, Florence Buc; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:110-125

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Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization

Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:126-141

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Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers

Stephan Clemencon, Patrice Bertail, Guillaume Papa; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:142-157

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Learnability of Non-I.I.D.

Wei Gao, Xin-Yi Niu, Zhi-Hua Zhou; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:158-173

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Modelling Symbolic Music: Beyond the Piano Roll

Christian Walder; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:174-189

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Improving Distributed Word Representation and Topic Model by Word-Topic Mixture Model

Xianghua Fu, Ting Wang, Jing Li, Chong Yu, Wangwang Liu; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:190-205

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Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees

Sayantan Dasgupta; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:206-221

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Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews

Zheng Chen, Yong Zhang, Yue Shang, Xiaohua Hu; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:222-237

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Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays

Kar Wai Lim, Young Lee, Leif Hanlen, Hongbiao Zhao; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:238-253

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A Bayesian Nonparametric Approach for Multi-label Classification

Vu Nguyen, Sunil Gupta, Santu Rana, Cheng Li, Svetha Venkatesh; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:254-269

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Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network

Haoli Bai, Zenglin Xu, Bin Liu, Yingming Li; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:270-285

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Learning Feature Aware Metric

Han-Jia Ye, De-Chuan Zhan, Xue-Min Si, Yuan Jiang; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:286-301

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Multitask Principal Component Analysis

Ikko Yamane, Florian Yger, Maxime Berar, Masashi Sugiyama; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:302-317

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Learning Distance Metrics for Multi-Label Classification

Henry Gouk, Bernhard Pfahringer, Michael Cree; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:318-333

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Bank of Weight Filters for Deep CNNs

Suresh Kirthi Kumaraswamy, PS Sastry, Kalpathi Ramakrishnan; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:334-349

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Deep Gate Recurrent Neural Network

Yuan Gao, Dorota Glowacka; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:350-365

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Collaborative Recurrent Neural Networks for Dynamic Recommender Systems

Young-Jun Ko, Lucas Maystre, Matthias Grossglauser; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:366-381

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Echo State Hoeffding Tree Learning

Diego Marron, Jesse Read, Albert Bifet, Talel Abdessalem, Eduard Ayguade, José Herrero; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:382-397

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Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA

Liyan Song, Haiping Lu; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:398-413

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An Efficient Approach for Multi-Sentence Compression

Elaheh ShafieiBavani, Mohammad Ebrahimi, Raymond K. Wong, Fang Chen; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:414-429

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Geometry-aware stationary subspace analysis

Inbal Horev, Florian Yger, Masashi Sugiyama; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:430-444

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EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator

Liyan Song, Haiping Lu; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:445-460

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