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• Multiple Kernel k-Means with Incomplete Kernels

  Xinwang Liu, Miaomiao Li, Lei Wang, Yong Dou, Jianping Yin, En Zhu

  2017-02-13

• Heavy-Tailed Analogues of the Covariance Matrix for ICA

  Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher

  2017-02-13

• Learning Residual Alternating Automata

  Sebastian Berndt, Maciej Liśkiewicz, Matthias Lutter, Rüdiger Reischuk

  2017-02-13

• Deep MIML Network

  Ji Feng, Zhi-Hua Zhou

  2017-02-13

• Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming

  Hai-Ming Xu, Hui Xue, Xiao-Hong Chen, Yun-Yun Wang

  2017-02-13

• CBRAP: Contextual Bandits with RAndom Projection

  Xiaotian Yu, Michael R. Lyu, Irwin King

  2017-02-13

• Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems

  Carlo D'Eramo, Alessandro Nuara, Matteo Pirotta, Marcello Restelli

  2017-02-13

• Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm

  Xiawei Guo, Quanming Yao, James Kwok

  2017-02-13

• Variable Kernel Density Estimation in High-Dimensional Feature Spaces

  Christiaan van der Walt, Etienne Barnard

  2017-02-13

• The Bernstein Mechanism: Function Release under Differential Privacy

  Francesco Aldà, Benjamin Rubinstein

  2017-02-13

• Learning Bayesian Networks with Incomplete Data by Augmentation

  Tameem Adel, Cassio de Campos

  2017-02-13

• Binary Embedding with Additive Homogeneous Kernels

  Saehoon Kim, Seungjin Choi

  2017-02-13

• Infinitely Many-Armed Bandits with Budget Constraints

  Haifang Li, Yingce Xia

  2017-02-13

• A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning

  Zheng Xu, Junzhou Huang

  2017-02-13

• Latent Discriminant Analysis with Representative Feature Discovery

  Gang Chen

  2017-02-13

• Scalable Graph Embedding for Asymmetric Proximity

  Chang Zhou, Yuqiong Liu, Xiaofei Liu, Zhongyi Liu, Jun Gao

  2017-02-13

• Balanced Clustering with Least Square Regression

  Hanyang Liu, Junwei Han, Feiping Nie, Xuelong Li

  2017-02-13

• Fast Compressive Phase Retrieval under Bounded Noise

  Hongyang Zhang, Shan You, Zhouchen Lin, Chao Xu

  2017-02-13

• Large Graph Hashing with Spectral Rotation

  Xuelong Li, Di Hu, Feiping Nie

  2017-02-13

• Fast Online Incremental Learning on Mixture Streaming Data

  Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo

  2017-02-13

• Adaptive Proximal Average Approximation for Composite Convex Minimization

  Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma

  2017-02-13

• Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks

  Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao

  2017-02-13

• Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis

  Xiaonan Song, Haiping Lu

  2017-02-13

• From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach

  Sarah Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao

  2017-02-13

• Low-Rank Factorization of Determinantal Point Processes

  Mike Gartrell, Ulrich Paquet, Noam Koenigstein

  2017-02-13