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• Sparse Compositional Metric Learning

  Yuan Shi, Aurélien Bellet, Fei Sha

  2014-06-21

• Feature-Cost Sensitive Learning with Submodular Trees of Classifiers

  Matt Kusner, Wenlin Chen, Quan Zhou, Zhixiang (Eddie) Xu, Kilian Weinberger, Yixin Chen

  2014-06-21

• A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation

  Dongdong Chen, Jian Cheng Lv, Zhang Yi

  2014-06-21

• Dropout Training for Support Vector Machines

  Ning Chen, Jun Zhu, Jianfei Chen, Bo Zhang

  2014-06-21

• Manifold Learning for Jointly Modeling Topic and Visualization

  Tuan Le, Hady Lauw

  2014-06-21

• Exact Subspace Clustering in Linear Time

  Shusen Wang, Bojun Tu, Congfu Xu, Zhihua Zhang

  2014-06-21

• Novel Density-Based Clustering Algorithms for Uncertain Data

  Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu

  2014-06-21

• Hybrid Heterogeneous Transfer Learning through Deep Learning

  Joey Zhou, Sinno Pan, Ivor Tsang, Yan Yan

  2014-06-21

• Scalable Sparse Covariance Estimation via Self-Concordance

  Anastasios Kyrillidis, Rabeeh Karimi Mahabadi, Quoc Tran Dinh, Volkan Cevher

  2014-06-21

• Small-Variance Asymptotics for Dirichlet Process Mixtures of SVMs

  Yining Wang, Jun Zhu

  2014-06-21

• Online Classification Using a Voted RDA Method

  Tianbing Xu, Jianfeng Gao, Lin Xiao, Amelia Regan

  2014-06-21

• Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels

  Qiaojun Wang, Kai Zhang, Guofei Jiang, Ivan Maric

  2014-06-21

• Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network

  Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen

  2014-06-21

• ReLISH: Reliable Label Inference via Smoothness Hypothesis

  Chen Gong, Dacheng Tao, Keren Fu, Jie Yang

  2014-06-21

• Signed Laplacian Embedding for Supervised Dimension Reduction

  Chen Gong, Dacheng Tao, Jie Yang, Keren Fu

  2014-06-21

• Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View

  Nguyen Vinh, Jeffrey Chan, James Bailey

  2014-06-21

• Supervised Hashing for Image Retrieval via Image Representation Learning

  Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan

  2014-06-21

• Dynamic Bayesian Probabilistic Matrix Factorization

  Sotirios Chatzis

  2014-06-21

• Robust Multi-View Spectral Clustering via Low-Rank and Sparse Decomposition

  Rongkai Xia, Yan Pan, Lei Du, Jian Yin

  2014-06-21

• Echo-State Conditional Restricted Boltzmann Machines

  Sotirios Chatzis

  2014-06-21

• Kernelized Bayesian Transfer Learning

  Mehmet Gönen, Adam Margolin

  2014-06-21

• SUIT: A Supervised User-Item Based Topic Model for Sentiment Analysis

  Fangtao Li, Sheng Wang, Shenghua Liu, Ming Zhang

  2014-06-21

• Extracting Keyphrases from Research Papers Using Citation Networks

  Sujatha Das Gollapalli, Cornelia Caragea

  2014-06-21

• Chinese Zero Pronoun Resolution: An Unsupervised Approach Combining Ranking and Integer Linear Programming

  Chen Chen, Vincent Ng

  2014-06-21

• Chinese Overt Pronoun Resolution: A Bilingual Approach

  Chen Chen, Vincent Ng

  2014-06-21