Papers
Trading-Off Cost of Deployment Versus Accuracy in Learning Predictive Models
Daniel P. Robinson, Suchi Saria
Dependency Clustering of Mixed Data with Gaussian Mixture Copulas
Vaibhav Rajan, Sakyajit Bhattacharya
Non-Negative Matrix Factorization with Sinkhorn Distance
Wei Qian, Bin Hong, Deng Cai et al.
Bridging LSTM Architecture and the Neural Dynamics during Reading
Peng Qian, Xipeng Qiu, Xuanjing Huang
Derivative-Free Optimization of High-Dimensional Non-Convex Functions by Sequential Random Embeddings
Hong Qian, Yi-Qi Hu, Yang Yu
Parallel Pareto Optimization for Subset Selection
Chao Qian, Jing-Cheng Shi, Yang Yu et al.
Self-Paced Boost Learning for Classification
Te Pi, Xi Li, Zhongfei Zhang et al.
Deep Subspace Clustering with Sparsity Prior
Xi Peng, Shijie Xiao, Jiashi Feng et al.
Direct Sparsity Optimization Based Feature Selection for Multi-Class Classification
Hanyang Peng, Yong Fan
Fast Learning from Distributed Datasets without Entity Matching
Giorgio Patrini, Richard Nock, Stephen Hardy et al.
Outlier Detection in Complex Categorical Data by Modeling the Feature Value Couplings
Guansong Pang, Longbing Cao, Ling Chen
Tri-Party Deep Network Representation
Shirui Pan, Jia Wu, Xingquan Zhu et al.
Gated Probabilistic Matrix Factorization: Learning Users’ Attention from Missing Values
Shohei Ohsawa, Yachiko Obara, Takayuki Osogami
Parameter-Free Auto-Weighted Multiple Graph Learning: A Framework for Multiview Clustering and Semi-Supervised Classification
Feiping Nie, Jing Li, Xuelong Li
Subspace Clustering via New Low-Rank Model with Discrete Group Structure Constraint
Feiping Nie, Heng Huang
Fast Laplace Approximation for Sparse Bayesian Spike and Slab Models
Syed Abbas Z. Naqvi, Shandian Zhe, Yuan Qi et al.
Coordinate Discrete Optimization for Efficient Cross-View Image Retrieval
Yadong Mu, Wei Liu, Cheng Deng et al.
Asynchronous Accelerated Stochastic Gradient Descent
Qi Meng, Wei Chen, Jingcheng Yu et al.
Sum-Product-Max Networks for Tractable Decision Making
Mazen Melibari, Pascal Poupart, Prashant Doshi
Soft Margin Consistency Based Scalable Multi-View Maximum Entropy Discrimination
Liang Mao, Shiliang Sun
Efficient Bayesian Clustering for Reinforcement Learning
Travis Mandel, Yun-En Liu, Emma Brunskill et al.
Predict Anchor Links across Social Networks via an Embedding Approach
Tong Man, Huawei Shen, Shenghua Liu et al.
Multi-Grained Role Labeling Based on Multi-Modality Information for Real Customer Service Telephone Conversation
Weizhi Ma, Min Zhang, Yiqun Liu et al.
On Combining Side Information and Unlabeled Data for Heterogeneous Multi-Task Metric Learning
Yong Luo, Yonggang Wen, Dacheng Tao