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• Marginalized Denoising for Link Prediction and Multi-Label Learning

  Zheng Chen, Minmin Chen, Kilian Weinberger, Weixiong Zhang

  2015-02-18

• Mining User Interests from Personal Photos

  Pengtao Xie, Yulong Pei, Yuan Xie, Eric Xing

  2015-02-18

• Algorithm Selection via Ranking

  Richard Oentaryo, Stephanus Daniel Handoko, Hoong Chuin Lau

  2015-02-18

• Variational Inference for Nonparametric Bayesian Quantile Regression

  Sachinthaka Abeywardana, Fabio Ramos

  2015-02-18

• Generalized Singular Value Thresholding

  Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin

  2015-02-18

• Exploring Social Context for Topic Identification in Short and Noisy Texts

  Xin Wang, Ying Wang, Wanli Zuo, Guoyong Cai

  2015-02-18

• Content-Aware Point of Interest Recommendation on Location-Based Social Networks

  Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu

  2015-02-18

• A Closed Form Solution to Multi-View Low-Rank Regression

  Shuai Zheng, Xiao Cai, Chris Ding, Feiping Nie, Heng Huang

  2015-02-18

• Modeling Status Theory in Trust Prediction

  Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, Guoyong Cai

  2015-02-18

• Sub-Merge: Diving Down to the Attribute-Value Level in Statistical Schema Matching

  Zhe Lim, Benjamin Rubinstein

  2015-02-18

• Learning Hybrid Models with Guarded Transitions

  Pedro Santana, Spencer Lane, Eric Timmons, Brian Williams, Carlos Forster

  2015-02-18

• Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series

  George Montanez, Saeed Amizadeh, Nikolay Laptev

  2015-02-18

• Nonstationary Gaussian Process Regression for Evaluating Repeated Clinical Laboratory Tests

  Thomas Lasko

  2015-02-18

• On Machine Learning towards Predictive Sales Pipeline Analytics

  Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen Chu, Xiaokang Yang

  2015-02-18

• Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification

  Lan Wei, Yonghong Tian, Yaowei Wang, Tiejun Huang

  2015-02-18

• Transaction Costs-Aware Portfolio Optimization via Fast Lowner-John Ellipsoid Approximation

  Weiwei Shen, Jun Wang

  2015-02-18

• Tensor-Based Learning for Predicting Stock Movements

  Qing Li, LiLing Jiang, Ping Li, Hsinchun Chen

  2015-02-18

• Propagating Ranking Functions on a Graph: Algorithms and Applications

  Buyue Qian, Xiang Wang, Ian Davidson

  2015-02-18

• Large-Margin Multi-Label Causal Feature Learning

  Chang Xu, Dacheng Tao, Chao Xu

  2015-02-18

• Structured Sparsity with Group-Graph Regularization

  Xin-Yu Dai, Jian-Bing Zhang, Shu-Jian Huang, Jia-Jun Chen, Zhi-Hua Zhou

  2015-02-18

• Bayesian Approach to Modeling and Detecting Communities in Signed Network

  Bo Yang, Xuehua Zhao, Xueyan Liu

  2015-02-18

• Forecasting Collector Road Speeds Under High Percentage of Missing Data

  Xin Xin, Chunwei Lu, Yashen Wang, Heyan Huang

  2015-02-18

• Sample-Targeted Clinical Trial Adaptation

  Ognjen Arandjelovic

  2015-02-18

• Verifying and Synthesising Multi-Agent Systems against One-Goal Strategy Logic Specifications

  Petr Čermák, Alessio Lomuscio, Aniello Murano

  2015-02-18

• Solving Games with Functional Regret Estimation

  Kevin Waugh, Dustin Morrill, James Bagnell, Michael Bowling

  2015-02-18