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• Scalable Completion of Nonnegative Matrix with Separable Structure

  Xiyu Yu, Wei Bian, Dacheng Tao

  2016-03-02

• Infinite Plaid Models for Infinite Bi-Clustering

  Katsuhiko Ishiguro, Issei Sato, Masahiro Nakano, Akisato Kimura, Naonori Ueda

  2016-02-21

• Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation

  Chen Gong, Dacheng Tao, Jie Yang, Wei Liu

  2016-02-21

• Generalised Brown Clustering and Roll-Up Feature Generation

  Leon Derczynski, Sean Chester

  2016-02-21

• Adaptive Normalized Risk-Averting Training for Deep Neural Networks

  Zhiguang Wang, Tim Oates, James Lo

  2016-03-02

• Stochastic Parallel Block Coordinate Descent for Large-Scale Saddle Point Problems

  Zhanxing Zhu, Amos Storkey

  2016-03-02

• Learning Step Size Controllers for Robust Neural Network Training

  Christian Daniel, Jonathan Taylor, Sebastian Nowozin

  2016-02-21

• Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning

  Baoyuan Wu, Siwei Lyu, Bernard Ghanem

  2016-03-02

• Wishart Mechanism for Differentially Private Principal Components Analysis

  Wuxuan Jiang, Cong Xie, Zhihua Zhang

  2016-02-21

• Representing Sets of Instances for Visual Recognition

  Jianxin Wu, Bin-Bin Gao, Guoqing Liu

  2016-03-02

• Bayesian Inference of Recursive Sequences of Group Activities from Tracks

  Ernesto Brau, Colin Dawson, Alfredo Carrillo, David Sidi, Clayton Morrison

  2016-02-21

• Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors

  Nannan Wu, Feng Chen, Jianxin Li, Baojian Zhou, Naren Ramakrishnan

  2016-02-21

• Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data

  Zitao Liu, Milos Hauskrecht

  2016-02-21

• Factorization Ranking Model for Move Prediction in the Game of Go

  Chenjun Xiao, Martin Müller

  2016-02-21

• Deep Neural Networks for Learning Graph Representations

  Shaosheng Cao, Wei Lu, Qiongkai Xu

  2016-02-21

• Efficient Learning of Timeseries Shapelets

  Lu Hou, James Kwok, Jacek Zurada

  2016-02-21

• Graph-without-cut: An Ideal Graph Learning for Image Segmentation

  Lianli Gao, Jingkuan Song, Feiping Nie, Fuhao Zou, Nicu Sebe, Heng Tao Shen

  2016-02-21

• Column Sampling Based Discrete Supervised Hashing

  Wang-Cheng Kang, Wu-Jun Li, Zhi-Hua Zhou

  2016-02-21

• Learning Tractable Probabilistic Models for Fault Localization

  Aniruddh Nath, Pedro Domingos

  2016-02-21

• A Framework for Outlier Description Using Constraint Programming

  Chia-Tung Kuo, Ian Davidson

  2016-02-21

• Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning

  Hua Wang, Cheng Deng, Hao Zhang, Xinbo Gao, Heng Huang

  2016-02-21

• Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning

  Ying Wei, Yin Zhu, Cane Leung, Yangqiu Song, Qiang Yang

  2016-02-21

• On the Performance of GoogLeNet and AlexNet Applied to Sketches

  Pedro Ballester, Ricardo Araujo

  2016-02-21

• Deep Learning for Algorithm Portfolios

  Andrea Loreggia, Yuri Malitsky, Horst Samulowitz, Vijay Saraswat

  2016-02-21

• Privacy-CNH: A Framework to Detect Photo Privacy with Convolutional Neural Network using Hierarchical Features

  Lam Tran, Deguang Kong, Hongxia Jin, Ji Liu

  2016-02-21