Papers
Collaborative Filtering with Generalized Laplacian Constraint via Overlapping Decomposition
Qing Zhang, Houfeng Wang
Unsupervised Feature Learning from Time Series
Qin Zhang, Jia Wu, Hong Yang et al.
Theoretically-Grounded Policy Advice from Multiple Teachers in Reinforcement Learning Settings with Applications to Negative Transfer
Yusen Zhan, Haitham Bou Ammar, Matthew E. Taylor
Neural Enquirer: Learning to Query Tables in Natural Language
Pengcheng Yin, Zhengdong Lu, Hang Li et al.
Frequent Direction Algorithms for Approximate Matrix Multiplication with Applications in CCA
Qiaomin Ye, Luo Luo, Zhihua Zhang
Greedy Learning of Generalized Low-Rank Models
Quanming Yao, James T. Kwok
Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs
Zhilin Yang, Jie Tang, William Cohen
Learning by Actively Querying Strong Modal Features
Yang Yang, De-Chuan Zhan, Yuan Jiang
A Unified Framework for Discrete Spectral Clustering
Yang Yang, Fumin Shen, Zi Huang et al.
Empirical Risk Minimization for Metric Learning Using Privileged Information
Xun Yang, Meng Wang, Luming Zhang et al.
Sparsity Conditional Energy Label Distribution Learning for Age Estimation
Xu Yang, Xin Geng, Deyu Zhou
Modularity Based Community Detection with Deep Learning
Liang Yang, Xiaochun Cao, Dongxiao He et al.
Unsupervised Human Action Categorization with Consensus Information Bottleneck Method
Xiaoqiang Yan, Yangdong Ye, Xueying Qiu
Weight Features for Predicting Future Model Performance of Deep Neural Networks
Yasunori Yamada, Tetsuro Morimura
Robust and Sparse Fuzzy K-Means Clustering
Jinglin Xu, Junwei Han, Kai Xiong et al.
Multi-View Exclusive Unsupervised Dimension Reduction for Video-Based Facial Expression Recognition
Liping Xie, Dacheng Tao, Haikun Wei
Budgeted Multi-Armed Bandits with Multiple Plays
Yingce Xia, Tao Qin, Weidong Ma et al.
Preference Inference through Rescaling Preference Learning
Nic Wilson, Mojtaba Montazery
Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio
Felix Weninger, Fabien Ringeval, Erik Marchi et al.
Deep Nonlinear Feature Coding for Unsupervised Domain Adaptation
Pengfei Wei, Yiping Ke, Chi Keong Goh
To Project More or to Quantize More: Minimize Reconstruction Bias for Learning Compact Binary Codes
Zhe Wang, Ling-Yu Duan, Junsong Yuan et al.
Bernoulli Random Forests: Closing the Gap between Theoretical Consistency and Empirical Soundness
Yisen Wang, Qingtao Tang, Shu-Tao Xia et al.
Bayesian Optimization of Partition Layouts for Mondrian Processes
Yi Wang, Bin Li, Xuhui Fan et al.