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• Deep Collective Inference

  John Moore, Jennifer Neville

  2017-02-13

• Multi-View Clustering via Deep Matrix Factorization

  Handong Zhao, Zhengming Ding, Yun Fu

  2017-02-13

• A Riemannian Network for SPD Matrix Learning

  Zhiwu Huang, Luc Van Gool

  2017-02-13

• Active Search for Sparse Signals with Region Sensing

  Yifei Ma, Roman Garnett, Jeff Schneider

  2017-02-13

• TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records

  Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guotong Xie, Junfeng Zhao, Bing Xie, Fei Wang

  2017-02-13

• A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information

  Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit Dhillon, Chih-Jen Lin

  2017-02-13

• How to Train a Compact Binary Neural Network with High Accuracy?

  Wei Tang, Gang Hua, Liang Wang

  2017-02-13

• Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning

  Kun Song, Feiping Nie, Junwei Han, Xuelong Li

  2017-02-13

• Bilateral k-Means Algorithm for Fast Co-Clustering

  Junwei Han, Kun Song, Feiping Nie, Xuelong Li

  2017-02-13

• Online Active Linear Regression via Thresholding

  Carlos Riquelme, Ramesh Johari, Baosen Zhang

  2017-02-13

• Deep Hashing: A Joint Approach for Image Signature Learning

  Yadong Mu, Zhu Liu

  2017-02-13

• Query-Efficient Imitation Learning for End-to-End Simulated Driving

  Jiakai Zhang, Kyunghyun Cho

  2017-02-13

• Learning Safe Prediction for Semi-Supervised Regression

  Yu-Feng Li, Han-Wen Zha, Zhi-Hua Zhou

  2017-02-13

• Deep Learning for Fixed Model Reuse

  Yang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang, Zhi-Hua Zhou

  2017-02-13

• Tsallis Regularized Optimal Transport and Ecological Inference

  Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen

  2017-02-13

• Twin Learning for Similarity and Clustering: A Unified Kernel Approach

  Zhao Kang, Chong Peng, Qiang Cheng

  2017-02-13

• Compressed K-Means for Large-Scale Clustering

  Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen, Quan-Sen Sun

  2017-02-13

• Column Networks for Collective Classification

  Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh

  2017-02-13

• Self-Correcting Models for Model-Based Reinforcement Learning

  Erik Talvitie

  2017-02-13

• Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems

  Brian Hrolenok, Byron Boots, Tucker Balch

  2017-02-13

• Fast Generalized Distillation for Semi-Supervised Domain Adaptation

  Shuang Ao, Xiang Li, Charles Ling

  2017-02-13

• Self-Paced Multi-Task Learning

  Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha

  2017-02-13

• Multivariate Hawkes Processes for Large-Scale Inference

  Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos

  2017-02-13

• Efficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee

  Yi Xu, Haiqin Yang, Lijun Zhang, Tianbao Yang

  2017-02-13

• Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions

  Alejandro Molina, Sriraam Natarajan, Kristian Kersting

  2017-02-13