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• Dynamic Action Repetition for Deep Reinforcement Learning

  Aravind Lakshminarayanan, Sahil Sharma, Balaraman Ravindran

  2017-02-13

• Resource Constrained Structured Prediction

  Tolga Bolukbasi, Kai-Wei Chang, Joseph Wang, Venkatesh Saligrama

  2017-02-13

• The Option-Critic Architecture

  Pierre-Luc Bacon, Jean Harb, Doina Precup

  2017-02-13

• Approximate Conditional Gradient Descent on Multi-Class Classification

  Zhuanghua Liu, Ivor Tsang

  2017-02-13

• Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling

  Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi

  2017-02-13

• When and Why Are Deep Networks Better Than Shallow Ones?

  Hrushikesh Mhaskar, Qianli Liao, Tomaso Poggio

  2017-02-13

• Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features

  Zihao Chen, Luo Luo, Zhihua Zhang

  2017-02-13

• Policy Search with High-Dimensional Context Variables

  Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama

  2017-02-13

• Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction

  Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu

  2017-02-13

• Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours

  Feiping Nie, Guohao Cai, Xuelong Li

  2017-02-13

• Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests

  Zachary Daniels, Dimitris Metaxas

  2017-02-13

• Label Efficient Learning by Exploiting Multi-Class Output Codes

  Maria Balcan, Travis Dick, Yishay Mansour

  2017-02-13

• Ordinal Constrained Binary Code Learning for Nearest Neighbor Search

  Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang

  2017-02-13

• A General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters

  Reihaneh Rabbany, Osmar Zaïane

  2017-02-13

• Transfer Learning for Deep Learning on Graph-Structured Data

  Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon

  2017-02-13

• Modeling Skewed Class Distributions by Reshaping the Concept Space

  Kyle Feuz, Diane Cook

  2017-02-13

• Alternating Back-Propagation for Generator Network

  Tian Han, Yang Lu, Song-Chun Zhu, Ying Nian Wu

  2017-02-13

• Cross-Domain Kernel Induction for Transfer Learning

  Wei-Cheng Chang, Yuexin Wu, Hanxiao Liu, Yiming Yang

  2017-02-13

• A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis

  Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin

  2017-02-13

• Continuous Conditional Dependency Network for Structured Regression

  Chao Han, Mohamed Ghalwash, Zoran Obradovic

  2017-02-13

• Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption

  Tameem Adel, Han Zhao, Alexander Wong

  2017-02-13

• Thompson Sampling for Stochastic Bandits with Graph Feedback

  Aristide Tossou, Christos Dimitrakakis, Devdatt Dubhashi

  2017-02-13

• Achieving Privacy in the Adversarial Multi-Armed Bandit

  Aristide Tossou, Christos Dimitrakakis

  2017-02-13

• Optimal Neighborhood Kernel Clustering with Multiple Kernels

  Xinwang Liu, Sihang Zhou, Yueqing Wang, Miaomiao Li, Yong Dou, En Zhu, Jianping Yin

  2017-02-13

• Robust Loss Functions under Label Noise for Deep Neural Networks

  Aritra Ghosh, Himanshu Kumar, P. S. Sastry

  2017-02-13