Abstract is missing.
- Preface [doi]
- Non-Linear Smoothed Transductive Network Embedding with Text InformationWeizheng Chen, Xia Zhang, Jinpeng Wang, Yan Zhang 0004, Hongfei Yan, Xiaoming Li. 1-16 [doi]
- Long Short-term Memory Network over Rhetorical Structure Theory for Sentence-level Sentiment AnalysisXianghua Fu, Wangwang Liu, Yingying Xu, Chong Yu, Ting Wang. 17-32 [doi]
- Enhancing Topic Modeling on Short Texts with CrowdsourcingXiaoyan Yang, Shanshan Ying, Wenzhe Yu, Rong Zhang, Zhenjie Zhang. 33-48 [doi]
- Multiple Kernel Learning with Data AugmentationKhanh Nguyen, Trung Le, Vu Nguyen, Tu Nguyen, Dinh Q. Phung. 49-64 [doi]
- Cost Sensitive Online Multiple Kernel ClassificationDoyen Sahoo, Steven C. H. Hoi, Peilin Zhao. 65-80 [doi]
- Localized Multiple Kernel Learning - A Convex ApproachYunwen Lei, Alexander Binder, Ürün Dogan, Marius Kloft. 81-96 [doi]
- Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized OptimizationLinbo Qiao, Bofeng Zhang, Jinshu Su, Xicheng Lu. 97-109 [doi]
- Random Fourier Features For Operator-Valued KernelsRomain Brault, Markus Heinonen, Florence d'Alché-Buc. 110-125 [doi]
- Secure Approximation Guarantee for Cryptographically Private Empirical Risk MinimizationToshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi. 126-141 [doi]
- Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk MinimizersStéphan Clémençon, Patrice Bertail, Guillaume Papa. 142-157 [doi]
- Learnability of Non-I.I.DWei Gao, Xin-Yi Niu, Zhi-Hua Zhou. 158-173 [doi]
- Modelling Symbolic Music: Beyond the Piano RollChristian Walder. 174-189 [doi]
- Improving Distributed Word Representation and Topic Model by Word-Topic Mixture ModelXianghua Fu, Ting Wang, Jing Li, Chong Yu, Wangwang Liu. 190-205 [doi]
- Fast Collaborative Filtering from Implicit Feedback with Provable GuaranteesSayantan Dasgupta. 206-221 [doi]
- Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online ReviewsZheng Chen, Yong Zhang, Yue Shang, Xiaohua Hu. 222-237 [doi]
- Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar DecaysKar Wai Lim, Young Lee, Leif Hanlen, Hongbiao Zhao. 238-253 [doi]
- A Bayesian Nonparametric Approach for Multi-label ClassificationVu Nguyen, Sunil Kumar Gupta 0001, Santu Rana, Cheng Li, Svetha Venkatesh. 254-269 [doi]
- Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social NetworkHaoli Bai, Zenglin Xu, Bin Liu, Yingming Li. 270-285 [doi]
- Learning Feature Aware MetricHan-Jia Ye, De-Chuan Zhan, Xue-Min Si, Yuan Jiang. 286-301 [doi]
- Multitask Principal Component AnalysisIkko Yamane, Florian Yger, Maxime Berar, Masashi Sugiyama. 302-317 [doi]
- Learning Distance Metrics for Multi-Label ClassificationHenry Gouk, Bernhard Pfahringer, Michael J. Cree. 318-333 [doi]
- Bank of Weight Filters for Deep CNNsSuresh Kirthi Kumaraswamy, P. S. Sastry, Kalpathi Ramakrishnan. 334-349 [doi]
- Deep Gate Recurrent Neural NetworkYuan Gao, Dorota Glowacka. 350-365 [doi]
- Collaborative Recurrent Neural Networks for Dynamic Recommender SystemsYoung Jun Ko, Lucas Maystre, Matthias Grossglauser. 366-381 [doi]
- Echo State Hoeffding Tree LearningDiego Marron, Jesse Read, Albert Bifet, Talel Abdessalem, Eduard Ayguadé, José R. Herrero. 382-397 [doi]
- Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICALiyan Song, Haiping Lu. 398-413 [doi]
- An Efficient Approach for Multi-Sentence CompressionElaheh Shafieibavani, Mohammad Ebrahimi, Raymond K. Wong, Fang Chen. 414-429 [doi]
- Geometry-aware stationary subspace analysisInbal Horev, Florian Yger, Masashi Sugiyama. 430-444 [doi]
- EcoICA: Skewness-based ICA via Eigenvectors of Cumulant OperatorLiyan Song, Haiping Lu. 445-460 [doi]