Preface

Robert J. Durrant, Kee-Eung Kim; Proceedings of The 8th Asian Conference on Machine Learning, PMLR 63:i-xiv

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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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