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• Active Learning for Crowdsourcing Using Knowledge Transfer

  Meng Fang, Jie Yin, Dacheng Tao

  2014-06-21

• Power Iterated Color Refinement

  Kristian Kersting, Martin Mladenov, Roman Garnett, Martin Grohe

  2014-06-21

• Semantic Data Representation for Improving Tensor Factorization

  Makoto Nakatsuji, Yasuhiro Fujiwara, Hiroyuki Toda, Hiroshi Sawada, Jin Zheng, James Hendler

  2014-06-21

• Distribution-Aware Sampling and Weighted Model Counting for SAT

  Supratik Chakraborty, Daniel Fremont, Kuldeep Meel, Sanjit Seshia, Moshe Vardi

  2014-06-21

• Adaptation-Guided Case Base Maintenance

  Vahid Jalali, David Leake

  2014-06-21

• Online and Stochastic Learning with a Human Cognitive Bias

  Hidekazu Oiwa, Hiroshi Nakagawa

  2014-06-21

• Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests

  Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic

  2014-06-21

• Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning

  Xiao-Yuan Jing, Rui-Min Hu, Yang-Ping Zhu, Shan-Shan Wu, Chao Liang, Jing-Yu Yang

  2014-06-21

• Finding Median Point-Set Using Earth Mover's Distance

  Hu Ding, Jinhui Xu

  2014-06-21

• Monte Carlo Filtering Using Kernel Embedding of Distributions

  Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu

  2014-06-21

• Sample-adaptive Multiple Kernel Learning

  Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin

  2014-06-21

• Cross-Domain Metric Learning Based on Information Theory

  Hao Wang, Wei Wang, Chen Zhang, Fanjiang Xu

  2014-06-21

• Supervised Transfer Sparse Coding

  Maruan Al-Shedivat, Jim Jing-Yan Wang, Majed Alzahrani, Jianhua Huang, Xin Gao

  2014-06-21

• Learning the Structure of Probabilistic Graphical Models with an Extended Cascading Indian Buffet Process

  Patrick Dallaire, Philippe Giguère, Brahim Chaib-draa

  2014-06-21

• Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise

  Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni

  2014-06-21

• PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences

  Róbert Busa-Fekete, Balázs Szörényi, Eyke Hüllermeier

  2014-06-21

• Efficient Generalized Fused Lasso and its Application to the Diagnosis of Alzheimer’s Disease

  Bo Xin, Yoshinobu Kawahara, Yizhou Wang, Wen Gao

  2014-06-21

• Convex Co-embedding

  Farzaneh Mirzazadeh, Yuhong Guo, Dale Schuurmans

  2014-06-21

• The Role of Dimensionality Reduction in Classification

  Weiran Wang, Miguel Carreira-Perpinan

  2014-06-21

• Optimal Neighborhood Preserving Visualization by Maximum Satisfiability

  Kerstin Bunte, Matti Järvisalo, Jeremias Berg, Petri Myllymäki, Jaakko Peltonen, Samuel Kaski

  2014-06-21

• Partial Multi-View Clustering

  Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou

  2014-06-21

• Using The Matrix Ridge Approximation to Speedup Determinantal Point Processes Sampling Algorithms

  Shusen Wang, Chao Zhang, Hui Qian, Zhihua Zhang

  2014-06-21

• Multi-Instance Learning with Distribution Change

  Wei-Jia Zhang, Zhi-Hua Zhou

  2014-06-21

• Fast Multi-Instance Multi-Label Learning

  Sheng-Jun Huang, Wei Gao, Zhi-Hua Zhou

  2014-06-21

• LASS: A Simple Assignment Model with Laplacian Smoothing

  Miguel Carreira-Perpinan, Weiran Wang

  2014-06-21