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| 2016 | An Efficient Approach for Multi-Sentence Compression. Elaheh Shafieibavani, Mohammad Ebrahimi, Raymond K. Wong, Fang Chen |
| 2016 | Bank of Weight Filters for Deep CNNs. Suresh Kirthi Kumaraswamy, P. S. Sastry, Kalpathi Ramakrishnan |
| 2016 | Collaborative Recurrent Neural Networks for Dynamic Recommender Systems. Young-Jun Ko, Lucas Maystre, Matthias Grossglauser |
| 2016 | Cost Sensitive Online Multiple Kernel Classification. Doyen Sahoo, Steven C. H. Hoi, Peilin Zhao |
| 2016 | Deep Gate Recurrent Neural Network. Yuan Gao, Dorota Glowacka |
| 2016 | Echo State Hoeffding Tree Learning. Diego Marron, Jesse Read, Albert Bifet, Talel Abdessalem, Eduard Ayguadé, José R. Herrero |
| 2016 | EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator. Liyan Song, Haiping Lu |
| 2016 | Enhancing Topic Modeling on Short Texts with Crowdsourcing. Xiaoyan Yang, Shanshan Ying, Wenzhe Yu, Rong Zhang, Zhenjie Zhang |
| 2016 | Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees. Sayantan Dasgupta |
| 2016 | Geometry-aware stationary subspace analysis. Inbal Horev, Florian Yger, Masashi Sugiyama |
| 2016 | Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network. Haoli Bai, Zenglin Xu, Bin Liu, Yingming Li |
| 2016 | Improving Distributed Word Representation and Topic Model by Word-Topic Mixture Model. Xianghua Fu, Ting Wang, Jing Li, Chong Yu, Wangwang Liu |
| 2016 | Learnability of Non-I.I.D. Wei Gao, Xin-Yi Niu, Zhi-Hua Zhou |
| 2016 | Learning Distance Metrics for Multi-Label Classification. Henry Gouk, Bernhard Pfahringer, Michael J. Cree |
| 2016 | Learning Feature Aware Metric. Han-Jia Ye, De-Chuan Zhan, Xue-Min Si, Yuan Jiang |
| 2016 | Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers. Stéphan Clémençon, Patrice Bertail, Guillaume Papa |
| 2016 | Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization. Linbo Qiao, Bofeng Zhang, Jinshu Su, Xicheng Lu |
| 2016 | Localized Multiple Kernel Learning - A Convex Approach. Yunwen Lei, Alexander Binder, Ürün Dogan, Marius Kloft |
| 2016 | Long Short-term Memory Network over Rhetorical Structure Theory for Sentence-level Sentiment Analysis. Xianghua Fu, Wangwang Liu, Yingying Xu, Chong Yu, Ting Wang |
| 2016 | Modelling Symbolic Music: Beyond the Piano Roll. Christian Walder |
| 2016 | Multiple Kernel Learning with Data Augmentation. Khanh Nguyen, Trung Le, Vu Nguyen, Tu Dinh Nguyen, Dinh Q. Phung |
| 2016 | Multitask Principal Component Analysis. Ikko Yamane, Florian Yger, Maxime Berar, Masashi Sugiyama |
| 2016 | Non-Linear Smoothed Transductive Network Embedding with Text Information. Weizheng Chen, Xia Zhang, Jinpeng Wang, Yan Zhang, Hongfei Yan, Xiaoming Li |
| 2016 | Preface. |
| 2016 | Proceedings of The 8th Asian Conference on Machine Learning, ACML 2016, Hamilton, New Zealand, November 16-18, 2016. Robert J. Durrant, Kee-Eung Kim |
| 2016 | Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA. Liyan Song, Haiping Lu |
| 2016 | Random Fourier Features For Operator-Valued Kernels. Romain Brault, Markus Heinonen, Florence d'Alché-Buc |
| 2016 | Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization. Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi |
| 2016 | Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays. Kar Wai Lim, Young Lee, Leif Hanlen, Hongbiao Zhao |
| 2016 | Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews. Zheng Chen, Yong Zhang, Yue Shang, Xiaohua Hu |